Publications

596 documents

Articles dans une revue272 document

Sandro Franceschi. Martin boundary of a space-time brownian motion with drift killed at the boundary of a moving cone. Potential Analysis, 2024, ⟨10.1007/s11118-024-10180-2⟩. ⟨hal-04559685⟩
Sandro Franceschi, Irina Kourkova, Maxence Petit. Asymptotics for the green's functions of a transient reflected brownian motion in a wedge. Queueing Systems, 2024, ⟨https://doi.org/10.1007/s11134-024-09925-y⟩. ⟨hal-04228078v2⟩
Fakher Sagheer, Frédéric Lehmann, Antoine Berthet. A new hybrid message passing algorithm for joint user activity detection, channel estimation and data decoding in grant-free OFDM-IDMA. IEEE Transactions on Vehicular Technology, 2024, 73 (7), pp.10365-10380. ⟨10.1109/TVT.2024.3377889⟩. ⟨hal-04632993⟩
Elouan Argouarc'H, François Desbouvries. Binary classification based Monte Carlo simulation. IEEE Signal Processing Letters, 2024, 31, pp.1449-1453. ⟨10.1109/LSP.2024.3396403⟩. ⟨hal-04591977⟩
Yazid Janati, Sylvain Le Corff, Yohan Petetin. Variance estimation for Sequential Monte Carlo Algorithms: a backward sampling approach. Bernoulli, 2024, 30 (2), ⟨10.3150/23-BEJ1586⟩. ⟨hal-03630333v2⟩
Nickson Mwamsojo, Frederic Lehmann, Kamel Merghem, Yann Frignac, Badr-Eddine Benkelfat. A stochastic optimization technique for hyperparameter tuning in reservoir computing. Neurocomputing, 2024, 574, pp.127262. ⟨10.1016/j.neucom.2024.127262⟩. ⟨hal-04473502⟩
Charly Andral, Randal Douc, Hugo Marival, Christian Robert. The importance Markov Chain. Stochastic Processes and their Applications, 2024, 171, pp.2-26. ⟨10.1016/j.spa.2024.104316⟩. ⟨hal-03912132⟩
Sandro Franceschi, Tomoyuki Ichiba, Ioannis Karatzas, Kilian Raschel. Invariant measure of gaps in degenerate competing three-particle systems. Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, In press. ⟨hal-04410029⟩
Pascal Chevalier, Jean-Pierre Delmas, Roger Lamberti. New insights into widely linear MMSE receivers for communication networks using data-like rectilinear or quasi-rectilinear signals. IEEE Transactions on Signal Processing, 2024. ⟨hal-04725809⟩
Jean-Pierre Delmas, Habti Abeida. Generalization of whittle's formula to compound-gaussian processes. IEEE Signal Processing Letters, 2024, pp.746-750. ⟨10.1109/LSP.2024.3367185⟩. ⟨hal-04360492v3⟩
Mireille Bousquet-Mélou, Andrew Elvey-Price, Sandro Franceschi, Charlotte Hardouin, Kilian Raschel. On the stationary distribution of reflected Brownian motion in a wedge: differential properties. Electronic Journal of Probability, 2024, ⟨10.48550/arXiv.2101.01562⟩. ⟨hal-03098489v2⟩
Jules Flin, Sandro Franceschi. Reflected brownian motion in a wedge: sum-of-exponential absorption probability at the vertex and differential properties. ALEA : Latin American Journal of Probability and Mathematical Statistics, 2024, ⟨https://doi.org/10.30757/ALEA.v21-46⟩. ⟨hal-04511091v2⟩
Etienne David, Jean Bellot, Sylvain Le Corff, Luc Lehéricy. Identifiability of discrete Input-output hidden Markov models with external signals. Statistics and Computing, 2023, 34 (54), ⟨10.21203/rs.3.rs-2112123/v1⟩. ⟨hal-03787440⟩
Mustapha Hamad, Michèle Wigger, Mireille Sarkiss. Strong converses using typical changes of measures and asymptotic Markov Chains. IEEE Transactions on Information Theory, 2023, pp.i-xxvi. ⟨10.1109/TIT.2023.3327314⟩. ⟨hal-04240062⟩
Clément Fernandes, Wojciech Pieczynski. Non-stationary data segmentation with hidden evidential semi-Markov chains. International Journal of Approximate Reasoning, 2023, 162, pp.109025. ⟨10.1016/j.ijar.2023.109025⟩. ⟨hal-04231954⟩
François Desbouvries, Yohan Petetin, Achille Salaün. Expressivity of hidden Markov chains vs. Recurrent neural networks from a system theoretic viewpoint. IEEE Transactions on Signal Processing, 2023, 71, pp.4178-4191. ⟨10.1109/TSP.2023.3328108⟩. ⟨hal-03746170⟩
Guy Fayolle, Sandro Franceschi, Kilian Raschel. Stationary brownian motion in a 3/4-plane: Reduction to a riemann-hilbert problem via fourier transforms. Indagationes Mathematicae, 2023, 34 (5), pp.17 (874-890). ⟨10.1016/j.indag.2022.10.008⟩. ⟨hal-03832431v2⟩
Augustin Saucan, Víctor Elvira, Pramod Varshney, Moe Win. Information fusion via importance sampling. IEEE Transactions on Signal and Information Processing over Networks, 2023, pp.1-14. ⟨10.1109/TSIPN.2023.3299512⟩. ⟨hal-04327923⟩
Max Cohen, Maurice Charbit, Sylvain Le Corff. Last layer state space model for representation learning and uncertainty quantification. IEEE Workshop Statistical Signal Processing, 2023, ⟨10.48550/arXiv.2307.01566⟩. ⟨hal-04146454⟩
Mustapha Hamad, Michèle Wigger, Mireille Sarkiss. Multi-hop network with multiple decision centers under expected-rate constraints. IEEE Transactions on Information Theory, 2023, 69 (7), pp.4255-4283. ⟨10.1109/TIT.2023.3238339⟩. ⟨hal-04240070⟩
Soumia Goumiri, Dalila Benboudjema, Wojciech Pieczynski. A new hybrid model of convolutional neural networks and hidden Markov chains for image classification. Neural Computing and Applications, 2023, 35 (24), pp.17987-18002. ⟨10.1007/s00521-023-08644-4⟩. ⟨hal-04231950⟩
Nickson Mwamsojo, Frederic Lehmann, Kamel Merghem, Badr-Eddine Benkelfat, Yann Frignac. Optoelectronic coherent ising machine for combinatorial optimization problems. Optics Letters, 2023, 48 (8), pp.2150-2153. ⟨10.1364/OL.485215⟩. ⟨hal-04068504⟩
Hugo Gangloff, Katherine Morales, Yohan Petetin. Deep parameterizations of pairwise and triplet Markov models for unsupervised classification of sequential data. Computational Statistics and Data Analysis, 2023, 180, pp.107663. ⟨10.1016/j.csda.2022.107663⟩. ⟨hal-03584314⟩
Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski. Equivalence between LC-CRF and HMM, and discriminative computing of HMM-based MPM and MAP. Algorithms, 2023, 16 (3), ⟨10.3390/a16030173⟩. ⟨hal-04231942⟩
Mathis Chagneux, Sylvain Le Corff, Pierre Gloaguen, Charles Ollion, Océane Lepâtre, et al.. Macrolitter video counting on riverbanks using state space models and moving cameras. Computo, 2023, ⟨10.57750/845m-f805⟩. ⟨hal-04497971⟩
Kamélia Daudel, Randal Douc, François Roueff. Monotonic Alpha-divergence Minimisation for Variational Inference. Journal of Machine Learning Research, 2023, 24 (62), pp.1-76. ⟨hal-03164338v2⟩
Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet. Neural speed–torque estimator for induction motors in the presence of measurement noise. IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩. ⟨hal-03887116⟩
M Gerber, Randal Douc. A global stochastic optimization particle filter algorithm. Biometrika, 2022, 109 (4), pp.937-955. ⟨10.1093/biomet/asab067⟩. ⟨hal-04081690⟩
Habti Abeida, Jean-Pierre Delmas. Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions. Signal Processing, 2022, 205 (108886), pp.1-10. ⟨10.1016/j.sigpro.2022.108886⟩. ⟨hal-03903042⟩
Vladimir Fomichov, Sandro Franceschi, Jevgenijs Ivanovs. Probability of total domination for transient reflecting processes in a quadrant. Advances in Applied Probability, 2022, 54 (4), pp.1094 - 1138. ⟨10.1017/apr.2022.2⟩. ⟨hal-02879105⟩
Pierre Gloaguen, Sylvain Le Corff, Jimmy Olsson. A pseudo-marginal sequential Monte Carlo online smoothing algorithm. Bernoulli, 2022, 28 (4), pp.2606-2633. ⟨10.3150/21-BEJ1431⟩. ⟨hal-02194237v3⟩
Habti Abeida, Jean-Pierre Delmas. Performance of subspace-based algorithms associated with the sample sign covariance matrix. Digital Signal Processing, 2022, 131, pp.103767. ⟨10.1016/j.dsp.2022.103767⟩. ⟨hal-03810481⟩
Kilian Raschel, Sandro Franceschi. A dual skew symmetry for transient reflected Brownian motion in an orthant. Queueing Systems, 2022, 102 (No 7), pp.123-141. ⟨10.1007/s11134-022-09853-9⟩. ⟨hal-03740893⟩
Clément Julien, Emré Anakok, Xavier Treton, Maria Nachury, Stéphane Nancey, et al.. Impact of the Ileal microbiota on surgical site infections in Crohn’s disease: a nationwide prospective cohort. Journal of Crohn's and Colitis, 2022, 16 (8), pp.1211-1221. ⟨10.1093/ecco-jcc/jjac026⟩. ⟨hal-03638385⟩
Ali Hamache, Mohamed El Yazid Boudaren, Wojciech Pieczynski. Kernel smoothing classification of multiattribute data in the belief function framework: application to multichannel image segmentation. Multimedia Tools and Applications, 2022, 81 (20), pp.29587-29608. ⟨10.1007/s11042-022-12086-w⟩. ⟨hal-03958357⟩
Nickson Mwamsojo, Frederic Lehmann, Mounim El-Yacoubi, Kamel Merghem, Yann Frignac, et al.. Reservoir computing for early-stage Alzheimer’s disease detection. IEEE Access, 2022, 10, pp.59821-59831. ⟨10.1109/ACCESS.2022.3180045⟩. ⟨hal-04047742⟩
Habti Abeida, Jean-Pierre Delmas. Refinement and derivation of statistical resolution limits for circular or rectilinear correlated sources in CES data models. Signal Processing, 2022, 195 (108478), ⟨10.1016/j.sigpro.2022.108478⟩. ⟨hal-03548129⟩
Daniel E Clark. A Cramér Rao bound for point processes. IEEE Transactions on Information Theory, 2022, 68 (4), pp.2147-2155. ⟨10.1109/TIT.2022.3140374⟩. ⟨hal-03518628⟩
Daniel E Clark. Stochastic multi-object guidance laws for interception and rendezvous problems. IEEE Transactions on Automatic Control, 2022, 67 (3), pp.1482-1489. ⟨10.1109/TAC.2021.3062559⟩. ⟨hal-03152403⟩
Frederic Lehmann, Wojciech Pieczynski. Reduced-dimension filtering in triplet Markov models. IEEE Transactions on Automatic Control, 2022, 67 (2), pp.605-617. ⟨10.1109/TAC.2021.3050721⟩. ⟨hal-03145669⟩
Mustapha Sadok, Jean-Pierre Delmas, Pascal Chevalier. Third-order Volterra MMSE receivers for enhanced single and multiple antenna interference cancellation. Digital Signal Processing, 2022, 120, ⟨10.1016/j.dsp.2021.103246⟩. ⟨hal-03366779⟩
Zied Bouyahia, Hedi Haddad, Stéphane Derrode, Wojciech Pieczynski. Traffic state prediction using conditionally Gaussian observed Markov fuzzy switching model. Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, In press, pp.1-20. ⟨10.1080/15472450.2022.2069498⟩. ⟨hal-03765668⟩
Philip Ernst, Sandro Franceschi. Asymptotic behavior of the occupancy density for obliquely reflected Brownian motion in a half-plane and Martin boundary. The Annals of Applied Probability, 2021, 31 (6), pp.2991-3016. ⟨10.1214/21-AAP1681⟩. ⟨hal-02542117v2⟩
Max Cohen, Sylvain Le Corff, Maurice Charbit, Marius Preda, Gilles Nozière. End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort. Energy and Buildings, 2021. ⟨hal-02873577v3⟩
Pascal Chevalier, Rémi Chauvat, Jean-Pierre Delmas. Widely linear FRESH receivers for cancellation of data-like rectilinear and quasi-rectilinear interference with frequency offsets. Signal Processing, 2021, 188, pp.108171:1-108171:13. ⟨10.1016/j.sigpro.2021.108171⟩. ⟨hal-03366794⟩
Habti Abeida, Jean-Pierre Delmas. Resolving power of MUSIC-like algorithms for circular or rectilinear correlated sources in CES data models. Signal Processing, 2021, 188, pp.108234:1-108234:14. ⟨10.1016/j.sigpro.2021.108234⟩. ⟨hal-03366804⟩
Yohan Petetin, Yazid Janati, François Desbouvries. Structured variational Bayesian inference for Gaussian state-space models with regime switching. IEEE Signal Processing Letters, 2021, 28, pp.1953-1957. ⟨10.1109/LSP.2021.3113279⟩. ⟨hal-03348244⟩
Mark Campbell, Daniel E Clark, Flavio de Melo. An algorithm for large-scale multitarget tracking and parameter estimation. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57 (4), pp.2053-2066. ⟨10.1109/TAES.2021.3098155⟩. ⟨hal-03359417⟩
Alexey Narykov, Emmanuel Delande, Daniel E Clark. A formulation of the adversarial risk for multiobject filtering. IEEE Transactions on Aerospace and Electronic Systems, 2021, 57 (4), pp.2082-2092. ⟨10.1109/TAES.2021.3098130⟩. ⟨hal-03359404⟩
Daniel E Clark. Multi-sensor network information for linear-Gaussian multi-target tracking systems. IEEE Transactions on Signal Processing, 2021, 69, pp.4312-4325. ⟨10.1109/TSP.2021.3096044⟩. ⟨hal-03359409⟩
Tepmony Sim, Randal Douc, François Roueff. General-order observation-driven models: ergodicity and consistency of the maximum likelihood estimator. Electronic Journal of Statistics , 2021, ⟨10.1214/21-EJS1858⟩. ⟨hal-01383554v3⟩
Philip A Ernst, Sandro Franceschi, Dongzhou Huang. Escape and absorption probabilities for obliquely reflected Brownian motion in a quadrant. Stochastic Processes and their Applications, 2021, ⟨10.1016/j.spa.2021.06.003⟩. ⟨hal-03098303v2⟩
Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet. Unsupervised image segmentation with Gaussian Pairwise Markov Fields. Computational Statistics and Data Analysis, 2021, 158, pp.107178:1-107178:20. ⟨10.1016/j.csda.2021.107178⟩. ⟨hal-03104832⟩
Guy Fayolle, Sandro Franceschi, Kilian Raschel. On the stationary distribution of reflected Brownian motion in a non-convex wedge. Markov Processes And Related Fields, 2021, Markov Processes ans Related Fields, 28 (5), pp.32. ⟨10.48550/arXiv.2102.11754⟩. ⟨hal-03150317v3⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet, Laurent Duval. Sparse signal reconstruction for nonlinear models via piecewise rational optimization. Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩. ⟨hal-02972442v2⟩
Xavier Erny, Eva Löcherbach, Dasha Loukianova. Conditional propagation of chaos for mean field systems of interacting neurons. Electronic Journal of Probability, 2021, 26 (none), pp.1-25. ⟨10.1214/21-EJP580⟩. ⟨hal-02280882v3⟩
Habti Abeida, Jean-Pierre Delmas. Robustness and performance analysis of subspace-based DOA estimation for rectilinear correlated sources in CES data model. Signal Processing, 2021, 178, pp.107799:1-107799:12. ⟨10.1016/j.sigpro.2020.107799⟩. ⟨hal-03036485⟩
Kamélia Daudel, Randal Douc, François Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation. Annals of Statistics, 2021, 49 (4), pp.2250 - 2270. ⟨hal-02614605v3⟩
Zied Bouyahia, Hedi Haddad, Stéphane Derrode, Wojciech Pieczynski. Toward a cost-effective motorway traffic state estimation from sparse speed and GPS data. IEEE Access, 2021, 9, pp.44631 - 44646. ⟨10.1109/access.2021.3066422⟩. ⟨hal-03181894⟩
Roland Diel, Sylvain Le Corff, Matthieu Lerasle. Learning the distribution of latent variables in paired comparison models with round-robin scheduling. Bernoulli, 2020, 26 (4), ⟨10.3150/20-BEJ1203⟩. ⟨hal-01552494v2⟩
Uy Hour Tan, Fabien Arlery, Olivier Rabaste, Frederic Lehmann, Jean-Philippe Ovarlez. A new lower bound on the maximum correlation of a set with mismatched filters. IEEE Transactions on Information Theory, 2020, 66 (10), pp.6555-6565. ⟨10.1109/TIT.2020.3002066⟩. ⟨hal-02962309⟩
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski. Filtering in Gaussian linear systems with fuzzy switches. IEEE Transactions on Fuzzy Systems, 2020, 28 (8), pp.1760-1770. ⟨10.1109/TFUZZ.2019.2921944⟩. ⟨hal-02912919⟩
Frederic Lehmann, Wojciech Pieczynski. State estimation in pairwise Markov models with improved robustness using unbiased FIR filtering. Signal Processing, 2020, 172, pp.107568:1-107568:11. ⟨10.1016/j.sigpro.2020.107568⟩. ⟨hal-02863375⟩
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski. Semi-supervised optimal recursive filtering and smoothing in non-Gaussian Markov switching models. Signal Processing, 2020, 171, pp.107511-1:107511-10. ⟨10.1016/j.sigpro.2020.107511⟩. ⟨hal-02486210⟩
Frederic Lehmann, Wojciech Pieczynski. Suboptimal Kalman filtering in triplet Markov models using model order reduction. IEEE Signal Processing Letters, 2020, 27, pp.1100-1104. ⟨10.1109/LSP.2020.3002420⟩. ⟨hal-02962294⟩
Jean-Pierre Delmas, Pascal Chevalier, Mustapha Sadok. On the sensitivity of third-order Volterra MVDR beamformers to interference-pulse shaping filter. Signal Processing, 2020, 170, pp.107424-1:107424-7. ⟨10.1016/j.sigpro.2019.107424⟩. ⟨hal-02461523v2⟩
Arthur Marmin, Anna Jezierska, Marc Castella, Jean-Christophe Pesquet. Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise. IEEE Signal Processing Letters, 2020, 27, pp.970-974. ⟨10.1109/lsp.2020.2998699⟩. ⟨hal-02877910⟩
David Cormack, Isabel Schlangen, James Hopgood, Daniel E Clark. Joint registration and fusion of an infra-red camera and scanning radar in a maritime context. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56 (2), pp.1357-1369. ⟨10.1109/TAES.2019.2929974⟩. ⟨hal-02448339⟩
Randal Douc, Jimmy Olsson, François Roueff. Posterior consistency for partially observed Markov models. Stochastic Processes and their Applications, 2020, 130 (2), pp.733-759. ⟨10.1016/j.spa.2019.03.012⟩. ⟨hal-04081621⟩
Daniel E Clark. Local entropy statistics for point processes. IEEE Transactions on Information Theory, 2020, 66 (2), pp.1155-1163. ⟨10.1109/TIT.2019.2941213⟩. ⟨hal-02448324⟩
Habti Abeida, Jean-Pierre Delmas. Efficiency of subspace-based estimators for elliptical symmetric distributions. Signal Processing, 2020, 174, pp.107644:1-107644:9. ⟨10.1016/j.sigpro.2020.107644⟩. ⟨hal-03036461⟩
Elisabeth Gassiat, Sylvain Le Corff, Luc Lehéricy. Identifiability and consistent estimation of nonparametric translation hidden Markov models with general state space. Journal of Machine Learning Research, 2020, 21 (115), pp.1-40. ⟨hal-02004041v4⟩
Jeremie Houssineau, Daniel E Clark. On a representation of partially-distinguishable populations. Statistics, 2020, 54 (1), pp.23-45. ⟨10.1080/02331888.2019.1699929⟩. ⟨hal-02448327⟩
Ibrahim Fawaz, Mireille Sarkiss, Philippe Ciblat. Delay-optimal resource scheduling of energy harvesting based devices. IEEE Transactions on Green Communications and Networking, 2019, 6 (4), ⟨10.1109/TGCN.2019.2924242⟩. ⟨hal-02282181⟩
Jean-Pierre Delmas, Houcem Gazzah, Mohamed Nabil El Korso. Improved localization of near-field sources using a realistic signal propagation model and optimally-placed sensors. Digital Signal Processing, 2019, 95, pp.102579-1 - 102579-9. ⟨10.1016/j.dsp.2019.102579⟩. ⟨hal-02387919⟩
Murat Uney, Jérémie Houssineau, Emmanuel Delande, Simon J. Julier, Daniel E Clark. Fusion of finite set distributions: pointwise consistency and global cardinality. IEEE Transactions on Aerospace and Electronic Systems, 2019, 55 (6), pp.2759 - 2773. ⟨10.1109/TAES.2019.2893083⟩. ⟨hal-02022586⟩
Habti Abeida, Jean-Pierre Delmas. Robustness of subspace-based algorithms with respect to the distribution of the noise: application to DOA estimation. Signal Processing, 2019, 164, pp.313-319. ⟨10.1016/j.sigpro.2019.06.017⟩. ⟨hal-02387935⟩
Habti Abeida, Jean-Pierre Delmas. Slepian-Bangs formula and Cramér Rao bound for circular and non-circular complex elliptical symmetric distributions. IEEE Signal Processing Letters, 2019, 26 (10), pp.1561-1565. ⟨10.1109/LSP.2019.2939714⟩. ⟨hal-02387938⟩
Haoyu Li, Stéphane Derrode, Wojciech Pieczynski. An adaptive and on-line IMU-based locomotion activity classification method using a triplet Markov model. Neurocomputing, 2019, 362, pp.94 - 105. ⟨10.1016/j.neucom.2019.06.081⟩. ⟨hal-02270579⟩
Haoyu Li, Stéphane Derrode, Wojciech Pieczynski. Lower limb locomotion activity recognition of healthy individuals using semi-Markov model and single wearable inertial sensor. Sensors, 2019, Sensors for Gait, Posture, and Health Monitoring, 19, pp.4242-1. ⟨10.3390/s19194242⟩. ⟨hal-02351365⟩
Sarah Kamel, Mireille Sarkiss, Michèle Wigger, Ghaya Rekaya-Ben Othman. Secrecy capacity-memory tradeoff of erasure broadcast channels. IEEE Transactions on Information Theory, 2019, 65 (8), pp.5094-5124. ⟨10.1109/TIT.2019.2902578⟩. ⟨hal-02440815⟩
Emmanuel Delande, Jeremie Houssineau, José Franco, Carolin Frueh, Daniel E Clark, et al.. A new multi-target tracking algorithm for a large number of orbiting objects. Advances in Space Research, 2019, 64 (3), pp.645-667. ⟨10.1016/j.asr.2019.04.012⟩. ⟨hal-02448332⟩
Randal Douc, Jimmy Olsson. Numerically stable online estimation of variance in particle filters. Bernoulli, 2019, 25 (2), pp.1504 - 1535. ⟨hal-01875162⟩
Fei Zheng, Stéphane Derrode, Wojciech Pieczynski. Parameter estimation in switching Markov systems and unsupervised smoothing. IEEE Transactions on Automatic Control, 2019, 64 (4), pp.1761 - 1767. ⟨10.1109/TAC.2018.2863651⟩. ⟨hal-01885193⟩
Marc Castella, Jean-Christophe Pesquet, Arthur Marmin. Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization. IEEE Transactions on Signal Processing, 2019, 67 (6), pp.1407-1417. ⟨10.1109/TSP.2018.2890065⟩. ⟨hal-01852289v2⟩
Fabien Arlery, Uy Hour Tan, Olivier Rabaste. Generalization and Improvement of the Levenshtein Lower Bound for Aperiodic Correlation. IEEE Transactions on Information Theory, 2019, 65 (2), pp.1258-1266. ⟨10.1109/TIT.2018.2844189⟩. ⟨hal-02053343⟩
Murat Uney, Bernard Mulgrew, Daniel E Clark. Latent parameter estimation in fusion networks using separable likelihoods. IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (4), pp.752 - 768. ⟨10.1109/TSIPN.2018.2825599⟩. ⟨hal-01848809⟩
Lin An, Ming Li, Mohamed El Yazid Boudaren, Wojciech Pieczynski. Unsupervised segmentation of hidden Markov fields corrupted by correlated non-Gaussian noise. International Journal of Approximate Reasoning, 2018, 102, pp.41 - 59. ⟨10.1016/j.ijar.2018.08.001⟩. ⟨hal-01862625⟩
Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova. Gradient based sequential Markov chain Monte Carlo for multi-target tracking with correlated measurements. IEEE Transactions on Signal and Information Processing over Networks, 2018, 4 (3), pp.510-518. ⟨10.1109/TSIPN.2017.2756563⟩. ⟨hal-01678925⟩
Jérémie Houssineau, Daniel E Clark. Multitarget filtering with linearised complexity. IEEE Transactions on Signal Processing, 2018, 66 (18), pp.4957 - 4970. ⟨10.1109/TSP.2018.2863672⟩. ⟨hal-01869550⟩
Frederic Lehmann. Joint user activity detection, channel estimation and decoding for multi-user/multi-antenna OFDM systems. IEEE Transactions on Vehicular Technology, 2018, 67 (9), pp.8263 - 8275. ⟨10.1109/TVT.2018.2841190⟩. ⟨hal-02152295⟩
Yuriy Shmaliy, Frederic Lehmann, Shunyi Zhao, Choon K. Ahn. Comparing robustness of the Kalman, H_inf, and UFIR filters. IEEE Transactions on Signal Processing, 2018, 66 (13), pp.3447 - 3458. ⟨10.1109/TSP.2018.2833811⟩. ⟨hal-01812559⟩
Frederic Lehmann, Yann Frignac. Performance analysis of a new calibration method for fiber nonlinearity compensation. IEEE Communications Letters, 2018, 22 (6), pp.1176 - 1179. ⟨10.1109/LCOMM.2018.2822698⟩. ⟨hal-01812483⟩
Ivan Gorynin, Hugo Gangloff, Emmanuel Monfrini, Wojciech Pieczynski. Assessing the segmentation performance of pairwise and triplet Markov models. Signal Processing, 2018, 145, pp.183 - 192. ⟨10.1016/j.sigpro.2017.12.006⟩. ⟨hal-01681354⟩
Pascal Chevalier, Rémi Chauvat, Jean-Pierre Delmas. Enhanced widely linear filtering to make quasi-rectilinear signals almost equivalent to rectilinear ones for SAIC/MAIC. IEEE Transactions on Signal Processing, 2018, 66 (6), pp.1438 - 1453. ⟨10.1109/TSP.2017.2784403⟩. ⟨hal-01702741⟩
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet. Oriented triplet Markov fields. Pattern Recognition Letters, 2018, 103, pp.16-22. ⟨10.1016/j.patrec.2017.12.026⟩. ⟨hal-01744716⟩
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier. Semi-independent resampling for particle filtering. IEEE Signal Processing Letters, 2018, 25 (1), pp.130 - 134. ⟨10.1109/LSP.2017.2775150⟩. ⟨hal-01670395⟩
Emmanuel Delande, Carolin Frueh, Jose Franco, Jérémie Houssineau, Daniel E Clark. Novel multi-object filtering approach for space situational awareness. Journal of Guidance, Control, and Dynamics, 2018, 41 (1), pp.59-73. ⟨10.2514/1.G002067⟩. ⟨hal-03381236⟩
Isabel Schlangen, Emmanuel Delande, Jérémie Houssineau, Daniel E Clark. A second-order PHD filter with mean and variance in target number. IEEE Transactions on Signal Processing, 2018, 66 (1), pp.48 - 63. ⟨10.1109/TSP.2017.2757905⟩. ⟨hal-01816563⟩
Pascal Chevalier, Jean-Pierre Delmas, Mustapha Sadok. Third-order Volterra MVDR beamforming for non-Gaussian and potentially non-circular interference cancellation. IEEE Transactions on Signal Processing, 2018, 66 (18), pp.4766-4781. ⟨10.1109/TSP.2018.2860551⟩. ⟨hal-01869124⟩
Habti Abeida, Jean-Pierre Delmas. Direct derivation of the stochastic CRB of DOA estimation for rectilinear sources. IEEE Signal Processing Letters, 2017, 24 (10), pp.1522 - 1526. ⟨10.1109/LSP.2017.2744673⟩. ⟨hal-01629444⟩
Roland Lamberti, Yohan Petetin, François Desbouvries, François Septier. Independent resampling sequential Monte Carlo algorithms. IEEE Transactions on Signal Processing, 2017, 65 (20), pp.5318 - 5333. ⟨10.1109/TSP.2017.2726971⟩. ⟨hal-01593422⟩
Randal Douc, Konstantinos Fokianos, Éric Moulines. Asymptotic properties of quasi-maximum likelihood estimators in observation-driven time series models. Electronic Journal of Statistics , 2017, 11 (2), pp.2707 - 2740. ⟨10.1214/17-EJS1299⟩. ⟨hal-01575698⟩
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet. Extended faint source detection in astronomical hyperspectral images. Signal Processing, 2017, 135, pp.274 - 283. ⟨10.1016/j.sigpro.2017.01.013⟩. ⟨hal-01885656⟩
Frederic Lehmann, Antoine Berthet. A factor graph approach to digital self-interference mitigation in OFDM full-duplex systems. IEEE Signal Processing Letters, 2017, 24 (3), pp.344 - 348. ⟨10.1109/LSP.2017.2662799⟩. ⟨hal-01539761⟩
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. Fast Filtering in Switching Approximations of Non-linear Markov Systems with Applications to Stochastic Volatility. IEEE Transactions on Automatic Control, 2017, 62 (2), pp.853-862. ⟨10.1109/TAC.2016.2569417⟩. ⟨hal-01448538⟩
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. Fast smoothing in switching approximations of non-linear and non-Gaussian models. Computational Statistics and Data Analysis, 2017, 114, pp.38 - 46. ⟨10.1016/j.csda.2017.04.007⟩. ⟨hal-01540474⟩
Mohamed El Yazid Boudaren, Lin An, Wojciech Pieczynski. Unsupervised segmentation of SAR images using Gaussian mixture-hidden evidential Markov fields. IEEE Geoscience and Remote Sensing Letters, 2016, 13 (12), pp.1865 - 1869. ⟨10.1109/LGRS.2016.2615647⟩. ⟨hal-01412962⟩
Jean-Baptiste Courbot, Edmond Rust, Emmanuel Monfrini, Christophe Collet. Vertebra segmentation based on 2-step refinement. Journal of Computational Surgery, 2016, 4 (1), pp.1 - 22. ⟨10.1186/s40244-016-0018-0⟩. ⟨hal-01358382⟩
Mohamed El Yazid Boudaren, Wojciech Pieczynski. Dempster-Shafer fusion of evidential pairwise Markov chains. IEEE Transactions on Fuzzy Systems, 2016, 24 (6), pp.1598 - 1610. ⟨10.1109/TFUZZ.2016.2543750⟩. ⟨hal-01426916⟩
Stéphane Derrode, Wojciech Pieczynski. Unsupervised classification using hidden Markov chain with unknown noise copulas and margins. Signal Processing, 2016, 128 (11), pp.8-17. ⟨10.1016/j.sigpro.2016.03.008⟩. ⟨hal-01299009⟩
Houcem Gazzah, Jean-Pierre Delmas, Sérgio M. Jesus. Direction-finding arrays of directional sensors for randomly located sources. IEEE Transactions on Aerospace and Electronic Systems, 2016, 52 (4), pp.1995 - 2003. ⟨10.1109/TAES.2016.150655⟩. ⟨hal-01405774⟩
Ahmed Habbouchi, Mohamed El Yazid Boudaren, Amar Aïssani, Wojciech Pieczynski. Unsupervised segmentation of Markov random fields corrupted by nonstationary noise. IEEE Signal Processing Letters, 2016, 23 (11), pp.1607 - 1611. ⟨10.1109/LSP.2016.2609887⟩. ⟨hal-01375357⟩
Jean-Pierre Delmas, Mohammed Nabil El Korso, Houcem Gazzah, Marc Castella. CRB analysis of planar antenna arrays for optimizing near-field source localization. Signal Processing, 2016, 127, pp.117 - 134. ⟨10.1016/j.sigpro.2016.02.021⟩. ⟨hal-01355428⟩
Meriem Yahiaoui, Emmanuel Monfrini, Bernadette Dorizzi. Markov Chains for unsupervised segmentation of degraded NIR iris images for person recognition. Pattern Recognition Letters, 2016, 82 (2), pp.116 - 123. ⟨10.1016/j.patrec.2016.05.025⟩. ⟨hal-01390978⟩
Frederic Lehmann. A message-passing receiver for OFDM-based self-interference-limited networks. IEEE Transactions on Vehicular Technology, 2016, 65 (8), pp.6136 - 6145. ⟨10.1109/TVT.2015.2479364⟩. ⟨hal-01359872⟩
Frederic Lehmann. A factor graph approach to iterative channel estimation, detection, and decoding for two-path successive relay networks. IEEE Wireless Communications, 2016, 15 (8), pp.5414 - 5429. ⟨10.1109/TWC.2016.2558188⟩. ⟨hal-01359876⟩
Mohamed El Yazid Boudaren, Lin An, Wojciech Pieczynski. Dempster-Shafer fusion of evidential pairwise Markov fields. International Journal of Approximate Reasoning, 2016, 74, pp.13 - 29. ⟨10.1016/j.ijar.2016.03.006⟩. ⟨hal-01300449⟩
Frederic Lehmann, Yann Frignac, Petros Ramantanis. Semi-blind joint phase tracking, parameter estimation and detection in the context of nonlinear channels with memory. Signal Processing, 2016, 122, pp.75 - 86. ⟨10.1016/j.sigpro.2015.11.005⟩. ⟨hal-01336122⟩
Mohamed El Yazid Boudaren, Wojciech Pieczynski. Unified representation of sets of heterogeneous Markov transition matrices. IEEE Transactions on Fuzzy Systems, 2016, 24 (2), pp.497 - 503. ⟨10.1109/TFUZZ.2015.2460740⟩. ⟨hal-01300452⟩
Ivan Gorynin, Elie Azeraf, Wiem Sabbagh, Emmanuel Monfrini, Wojciech Pieczynski. Optimal filtering in hidden and pairwise Gaussian Markov systems. International journal of mathematical and computational methods (IJMCM), 2016, 1, pp.259 - 263. ⟨hal-01461630⟩
Randal Douc, François Roueff, Tepmony Sim. The maximizing set of the asymptotic normalized log-likelihood for partially observed Markov chains. The Annals of Applied Probability, 2016, 26 (4), pp.2357 - 2383. ⟨10.1214/15-AAP1149⟩. ⟨hal-01080955v2⟩
Ivan Gorynin, Laurent Crelier, Hugo Gangloff, Emmanuel Monfrini, Wojciech Pieczynski. Performance comparison across hidden, pairwise and triplet Markov model's estimators. International journal of mathematical and computational methods (IJMCM), 2016, 1, pp.253 - 258. ⟨hal-01461636⟩
Fredrik Lindsten, Randal Douc, Éric Moulines. Uniform ergodicity of the Particle Gibbs sampler. Scandinavian Journal of Statistics, 2015, 42 (3), pp.775 - 797. ⟨10.1111/sjos.12136⟩. ⟨hal-01257066⟩
Yohan Petetin, François Desbouvries. Bayesian conditional Monte Carlo Algorithm for nonlinear time-series state estimation. IEEE Transactions on Signal Processing, 2015, 63 (14), pp.3586 - 3598. ⟨10.1109/TSP.2015.2423251⟩. ⟨hal-01255022⟩
Randal Douc, François Roueff, Tepmony Sim. Handy sufficient conditions for the convergence of the maximum likelihood estimator in observation-driven models. Lithuanian Mathematical Journal, 2015, 55 (3), pp.367-392. ⟨10.1007/s10986-015-9286-8⟩. ⟨hal-01078073v2⟩
Jean-Pierre Delmas, Habti Abeida. Survey and some new results on performance analysis of complex-valued parameter estimators. Signal Processing, 2015, 111, pp.210 - 221. ⟨10.1016/j.sigpro.2014.12.009⟩. ⟨hal-01255000⟩
Noufel Abbassi, Dalila Benboudjema, Stéphane Derrode, Wojciech Pieczynski. Optimal Filter Approximations in Conditionally Gaussian Pairwise Markov Switching Models. IEEE Transactions on Automatic Control, 2015, 60 (4), pp.1104-1109. ⟨10.1109/TAC.2014.2340591⟩. ⟨hal-01157814⟩
Randal Douc, Florian Maire, Jimmy Olsson. On the use of Markov chain Monte Carlo methods for the sampling of mixture models : a statistical perspective. Statistics and Computing, 2015, 25 (1), pp.95 - 110. ⟨10.1007/s11222-014-9526-5⟩. ⟨hal-01262405⟩
Jean-Pierre Delmas, Pascal Chevalier, Soumaya Sallem, Mustapha Sadok. Récepteurs SIMO MLSE Widely Linear. Traitement du Signal, 2015, 32 (1), pp.7-35. ⟨10.3166/TS.32.7-37⟩. ⟨hal-02469563⟩
Mylène Bédard, Randal Douc, Éric Moulines. Scaling analysis of delayed rejection MCMC methods. Methodology and Computing in Applied Probability, 2014, 16 (4), pp.811 - 838. ⟨10.1007/s11009-013-9326-y⟩. ⟨hal-01285497⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski, Amar Assani. Phasic triplet Markov chains. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014, 36 (11), pp.2310 - 2316. ⟨10.1109/TPAMI.2014.2327974⟩. ⟨hal-01262461⟩
Noufel Abbassi, Stéphane Derrode, François Desbouvries, Yohan Petetin, Wojciech Pieczynski. Filtrage statistique optimal rapide dans des systèmes linéaires à sauts non stationnaires. Traitement du Signal, 2014, 31 (3-4), pp.339-361. ⟨10.3166/TS.31.1-23⟩. ⟨hal-01157813⟩
Randal Douc, Éric Moulines, Jimmy Olsson. Long-term stability of sequential Monte Carlo methods under verifiable conditions. The Annals of Applied Probability, 2014, 24 (5), pp.1767 - 1802. ⟨10.1214/13-AAP962⟩. ⟨hal-01262408⟩
Florian Maire, Randal Douc, Jimmy Olsson. Comparison of asymptotic variances of inhomogeneous Markov chains with application to Markov chain Monte Carlo methods. Annals of Statistics, 2014, 42 (4), pp.1483 - 1510. ⟨10.1214/14-AOS1209⟩. ⟨hal-01262407⟩
Yohan Petetin, François Desbouvries. A class of fast exact Bayesian filters in dynamical models with jumps. IEEE Transactions on Signal Processing, 2014, 62 (14), pp.3643 - 3653. ⟨10.1109/TSP.2014.2329265⟩. ⟨hal-01262437⟩
Pascal Chevalier, Jean-Pierre Delmas, Abdelkader Oukaci. Properties, performance and practical interest of the widely linear MMSE beamformer for nonrectilinear signals. Signal Processing, 2014, 97, pp.269 - 281. ⟨10.1016/j.sigpro.2013.09.017⟩. ⟨hal-01285813⟩
Houcem Gazzah, Jean-Pierre Delmas. CRB based-design of linear antenna arrays for near-field source localization. IEEE Transactions on Antennas and Propagation, 2014, 62 (4), pp.1965 - 1974. ⟨10.1109/TAP.2014.2298882⟩. ⟨hal-01255287v2⟩
Yohan Petetin, Mark Morelande, François Desbouvries. Marginalized particle PHD filters for multiple object Bayesian filtering. IEEE Transactions on Aerospace and Electronic Systems, 2014, 50 (2), pp.1182 - 1196 ⟨10.1109/TAES.2014.120805⟩. ⟨hal-01264791⟩
Frederic Lehmann, Petros Ramantanis, Yann Frignac. Joint channel estimation, interference mitigation, and decoding for WDM optical coherent communications. Journal of Optical Communications and Networking, 2014, 6 (3), pp.315 - 325. ⟨10.1364/JOCN.6.000315⟩. ⟨hal-01263347⟩
Yohan Petetin, François Desbouvries. Optimal SIR algorithm vs. fully adapted auxiliary particle filter : a non asymptotic analysis. Statistics and Computing, 2013, 23 (6), pp.759-775. ⟨10.1007/s11222-012-9345-5⟩. ⟨hal-00862193⟩
Yohan Petetin, François Desbouvries. Bayesian multi-object filtering for pairwise Markov chains. IEEE Transactions on Signal Processing, 2013, 61 (18), pp.4481 - 4490. ⟨10.1109/TSP.2013.2271751⟩. ⟨hal-01263075⟩
Frederic Lehmann. Joint channel estimation and decoding for trellis-coded MIMO two-way relay networks. IEEE Journal on Selected Areas in Communications, 2013, 31 (8), pp.1455-1468. ⟨hal-00864010⟩
Stéphane Derrode, Wojciech Pieczynski. Exact fast computation of optimal filter in Gaussian switching linear systems. IEEE Signal Processing Letters, 2013, 20 (7), pp.701-704. ⟨10.1109/LSP.2013.2261494⟩. ⟨hal-00830241⟩
Randal Douc, Paul Doukhan, Éric Moulines. Ergodicity of observation-driven time series models and consistency of the maximum likelihood estimator. Stochastic Processes and their Applications, 2013, 123 (7), pp.2620-2647. ⟨10.1016/j.spa.2013.04.010⟩. ⟨hal-00833432⟩
Stéphane Derrode, Wojciech Pieczynski. Unsupervised data classification using pairwise Markov chains with automatic copulas selection. Computational Statistics and Data Analysis, 2013, 63, pp.81-98. ⟨10.1016/j.csda.2013.01.027⟩. ⟨hal-00830221⟩
Jorge Arturo Pardiñas-Mir, Roger Lamberti, Muriel Muller, Claude Gimenes. A low complexity TOA estimation for TR-UWB impulse radio networks. MTA Review / Military Technical Academy Review, 2013, XXIII (2), pp.77 - 94. ⟨hal-01285966⟩
Francois Simon. One-sided asymptotically mean stationary channels. Advances in Applied Mathematics, 2013, 50 (5), pp.675 - 701. ⟨10.1016/j.aam.2013.02.002⟩. ⟨hal-01336231⟩
Marc Castella, Selwa Rafi, Pierre Comon, Wojciech Pieczynski. Separation of instantaneous mixtures of dependent sources using classical ICA methods. EURASIP Journal on Advances in Signal Processing, 2013, 2013:62, pp.n/c. ⟨10.1186/1687-6180-2013-62⟩. ⟨hal-00830124⟩
Khalil Jishy, Frederic Lehmann. A Bayesian track-before-detect procedure for passive radars. EURASIP Journal on Advances in Signal Processing, 2013, 2013, ⟨10.1186/1687-6180-2013-45⟩. ⟨hal-00818148⟩
Cyrille Dubarry, Randal Douc. Calibrating the exponential Ornstein-Uhlenbeck multiscale stochastic volatility model. Quantitative Finance, 2013, pp.1-14. ⟨10.1080/14697688.2012.738929⟩. ⟨hal-00832848⟩
Houcem Gazzah, Jean-Pierre Delmas. Direction finding antenna arrays for the randomly located source. IEEE Transactions on Signal Processing, 2012, 60 (11), pp.6063-6068. ⟨10.1109/TSP.2012.2211592⟩. ⟨hal-00746440⟩
Randal Douc, Éric Moulines. Asymptotic properties of the maximum likelihood estimation in misspecified hidden Markov models. Annals of Statistics, 2012, 40 (5), pp.2697-2732. ⟨10.1214/12-AOS1047⟩. ⟨hal-00832818⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised segmentation of random discrete data hidden with switching noise distributions. IEEE Signal Processing Letters, 2012, 19 (10), pp.619-622. ⟨10.1109/LSP.2012.2209639⟩. ⟨hal-00738142⟩
Frederic Lehmann. Recursive Bayesian filtering for multitarget track-before-detect in passive radars. IEEE Transactions on Aerospace and Electronic Systems, 2012, 48 (3), pp.2458-2480. ⟨10.1109/TAES.2012.6237603⟩. ⟨hal-00738318⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski, Amar Aïssani. Dempster-Shafer fusion of multisensor signals in nonstationary Markovian context. EURASIP Journal on Advances in Signal Processing, 2012, 2012:134, ⟨10.1186/1687-6180-2012-134⟩. ⟨hal-00766444⟩
Frederic Lehmann. Iterative mitigation of intercell interference in cellular networks based on Gaussian belief propagation. IEEE Transactions on Vehicular Technology, 2012, 61 (6), pp.2544-2558. ⟨10.1109/TVT.2012.2195233⟩. ⟨hal-00738315⟩
Noémie Bardel, François Desbouvries. Exact bayesian prediction in a class of Markov-switching models. Methodology and Computing in Applied Probability, 2012, 14 (1), pp.125-134. ⟨10.1007/s11009-010-9189-4⟩. ⟨hal-00659591⟩
Marc Castella, Eric Moreau. New kurtosis optimization schemes for MISO equalization. IEEE Transactions on Signal Processing, 2012, 60 (3), pp.1319-1330. ⟨10.1109/TSP.2011.2177828⟩. ⟨hal-00776154⟩
Randal Douc, Mylène Bédard, Éric Moulines. Scaling analysis of multiple-try MCMC methods. Stochastic Processes and their Applications, 2012, 122 (3), pp.758-786. ⟨10.1016/j.spa.2011.11.004⟩. ⟨hal-00772096⟩
Christine Letrou, Amir Boag. Generalized multilevel physical optics (MLPO) for comprehensive analysis of reflector antennas. IEEE Transactions on Antennas and Propagation, 2012, 60 (2), pp.1182-1186. ⟨10.1109/TAP.2011.2173118⟩. ⟨hal-00718319⟩
Christophe Schuman, Lei Bao, Jean Lecomte, Yudong Zhang, Jean Marc Raulot, et al.. A new variant selection criterion for twin variants in titanium alloys (Part 2). Advanced Engineering Materials, 2012, 14 (5), pp.304-311. ⟨10.1002/adem.201100282⟩. ⟨hal-03864474⟩
Stéphane Derrode, Wojciech Pieczynski. Segmentation d'images par modèle de mélange conjoint non gaussien. Traitement du Signal, 2012, 29 (1-2), pp.9-28. ⟨10.3166/ts.29.9-28⟩. ⟨hal-00755497⟩
Christine Letrou, Vladimir B. Khaikin, Amir Boag. Analysis of the RATAN-600 radiotelescope antenna with a multilevel physical optics algorithm. Comptes Rendus. Physique, 2012, 13 (1), pp.38-45. ⟨10.1016/j.crhy.2011.10.011⟩. ⟨hal-00726148⟩
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised segmentation of hidden semi-Markov non-stationary chains. Signal Processing, 2012, 92 (1), pp.29 - 42. ⟨10.1016/j.sigpro.2011.06.001⟩. ⟨hal-01347981⟩
Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski. Subsampling-based HMC parameters estimation with application to large data sets classification. Signal, Image and Video Processing, 2012, pp.doi:10.1007/s11760-012-0324-2. ⟨hal-00777112⟩
Pascal Chevalier, Abdelkader Oukaci, Jean-Pierre Delmas. GLRT-based array receivers for the detection of a known signal with unknown parameters corrupted by noncircular interferences. Eurasip Journal on Applied Signal Processing, 2011, 2011 (1, 56), ⟨10.1186/1687-6180-2011-56⟩. ⟨hal-00672998⟩
Boujemaa Ait-El-Fquih, François Desbouvries. Fixed-interval Kalman smoothing algorithms in singular state-space systems. Journal of Signal Processing Systems, 2011, 65 (3), pp.469 - 478. ⟨10.1007/s11265-010-0532-3⟩. ⟨hal-01303653⟩
Jean-Pierre Delmas, Abdelkader Oukaci, Pascal Chevalier. On the asymptotic distribution of GLR for impropriety of complex signals. Signal Processing, 2011, 91 (10), pp.2259-2267. ⟨10.1016/j.sigpro.2011.04.007⟩. ⟨hal-00664248⟩
Frederic Lehmann. Joint binary image deconvolution and blur identification in the context of two-dimensional storage channels. Signal Processing, 2011, 91 (10), pp.2426 - 2431. ⟨10.1016/j.sigpro.2011.04.027⟩. ⟨hal-01347980⟩
Abdelkader Oukaci, Jean-Pierre Delmas, Pascal Chevalier. Performance analysis of LRT/GLRT-based array receivers for the detection of a known real-valued signal corrupted by noncircular interferences. Signal Processing, 2011, 91 (10), pp.2323 - 2331. ⟨10.1016/j.sigpro.2011.04.017⟩. ⟨hal-00664250⟩
François Desbouvries, Yohan Petetin, Boujemaa Ait-El-Fquih. Direct, prediction- and smoothing-based Kalman and particle filter algorithms. Signal Processing, 2011, 91 (8), pp.2064 - 2077. ⟨10.1016/j.sigpro.2011.03.013⟩. ⟨hal-01354694⟩
Jean-Pierre Delmas, Yann Meurisse. On the second-order statistics of the EVD of sample covariance matrices : application to the detection of noncircular or/and nonGaussian components. IEEE Transactions on Signal Processing, 2011, 59 (8), pp.4017-4023. ⟨10.1109/TSP.2011.2145375⟩. ⟨hal-00819073⟩
Wojciech Pieczynski. Exact filtering in conditionally Markov switching hidden linear models. Comptes Rendus. Mathématique, 2011, 349 (9-10), pp.587 - 590. ⟨10.1016/j.crma.2011.02.007⟩. ⟨hal-01348034⟩
Wojciech Pieczynski. Exact smoothing in hidden conditionally Markov switching linear models. Communications in Statistics - Theory and Methods, 2011, 40 (16), pp.2823 - 2829. ⟨10.1080/03610926.2011.562761⟩. ⟨hal-01348048⟩
Adrien Friggeri, Guillaume Chelius, Eric Fleury, Antoine Fraboulet, France Mentré, et al.. Reconstructing Social Interactions Using an unreliable Wireless Sensor Network. Computer Communications, 2011, 34 (5), pp.609--618. ⟨10.1016/j.comcom.2010.06.005⟩. ⟨inria-00490195v2⟩
Randal Douc, Éric Moulines, Jimmy Olsson, Ramon van Handel. Consistency of the maximum likelihood estimator for general hidden Markov models. Annals of Statistics, 2011, 39 (1), pp.474-513. ⟨10.1214/10-AOS834⟩. ⟨hal-00633451⟩
Randal Douc, Christian Robert. A vanilla Rao–Blackwellization of Metropolis–Hastings algorithms. Annals of Statistics, 2011, 39 (1), pp.261-277. ⟨10.1214/10-AOS838⟩. ⟨hal-00375377⟩
Frederic Lehmann. Turbo segmentation of textured images. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33 (1), pp.16 - 29. ⟨10.1109/TPAMI.2010.58⟩. ⟨hal-01354785⟩
Randal Douc, Aurélien Garivier, Éric Moulines, Jimmy Olsson. Sequential Monte Carlo smoothing for general state space hidden Markov models. The Annals of Applied Probability, 2011, 21 (6), pp.2109-2145. ⟨10.1214/10-AAP735⟩. ⟨hal-00839311⟩
Fanny Nusbaum, Jérome Redouté, Didier Le Bars, Pierre Volckmann, François Simon, et al.. Chronic low-back pain modulation is enhanced by hypnotic analgesic suggestion by recruiting an emotional network:A PET imaging study. International Journal of Clinical and Experimental Hypnosis, 2010, 59 (1), pp.27 - 44. ⟨10.1080/00207144.2011.522874⟩. ⟨hal-04806956⟩
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised segmentation of new semi-Markov chains hidden with long dependence noise. Signal Processing, 2010, 90 (11), pp.2899 - 2910. ⟨10.1016/j.sigpro.2010.04.008⟩. ⟨hal-01354783⟩
Randal Douc, Elisabeth Gassiat-Granier, Benoit Landelle, Éric Moulines. Forgetting of the initial distribution for nonergodic Hidden Markov Chains. The Annals of Applied Probability, 2010, 20 (5), pp.1638 - 1662. ⟨hal-01354770⟩
John Mac Laren Walsh, Phillip Regalia. On the relationship between belief propagation decoding and joint maximum likelihood detection. IEEE Transactions on Communications, 2010, 58 (10), pp.2753 - 2758. ⟨10.1109/TCOMM.2010.082010.080138⟩. ⟨hal-01347242⟩
John Mac Laren Walsh, Phillip Regalia. Belief propagation, Dykstra's algorithm, and iterated information projections. IEEE Transactions on Information Theory, 2010, 56 (8), pp.4114 - 4128. ⟨10.1109/TIT.2010.2050833⟩. ⟨hal-01346575⟩
Rémi Dubroca, Christophe de Luigi, Marc Castella, Eric Moreau. A general algebraic algorithm for blind extraction of one source in a MIMO convolutive mixture. IEEE Transactions on Signal Processing, 2010, 58 (5), pp.2484-2493. ⟨10.1109/TSP.2010.2042487⟩. ⟨hal-00561876⟩
Frederic Lehmann. A Gaussian mixture approach to blind equalization of block-oriented wireless communications. EURASIP Journal on Advances in Signal Processing, 2010, 2010, pp.1 - 10. ⟨10.1155/2010/340417⟩. ⟨hal-01354752⟩
Alberto Gaspar Guimaraes, Boujemaa Ait-El-Fquih, François Desbouvries. A fixed-lag particle smoother for blind SISO equalization of time-varying channels. IEEE Transactions on Wireless Communications, 2010, 9 (2), pp.512 - 516. ⟨10.1109/TWC.2010.02.081694⟩. ⟨hal-01332852⟩
Nicolas Brunel, Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski. Modeling and Unsupervised Classification of Multivariate Hidden Markov Chains With Copulas. IEEE Transactions on Automatic Control, 2010, 55 (2), pp.338--349. ⟨10.1109/TAC.2009.2034929⟩. ⟨hal-00647354⟩
Phillip Regalia. A modified belief propagation algorithm for code word quantization. IEEE Transactions on Communications, 2009, 57 (12), pp.3513 -3517. ⟨10.1109/TCOMM.2009.12.080050⟩. ⟨hal-00801321⟩
Anca Fluerasu, Christine Letrou. Gaussian beam launching for 3D physical modeling of propagation channels. Annals of Telecommunications - annales des télécommunications, 2009, 64 (11-12), pp.763 - 776. ⟨10.1007/s12243-009-0121-2⟩. ⟨hal-01357124⟩
Frederic Lehmann. Deterministic particle filtering for GPS navigation in the presence of multipath. AEÜ - International Journal of Electronics and Communications / Archiv für Elektronik und Übertragungstechnik, 2009, 63 (11), pp.939 - 949 ⟨10.1016/j.aeue.2008.07.009⟩. ⟨hal-01357893⟩
Marc Oudin, Jean-Pierre Delmas. Asymptotic optimal SINR performance bound for space-time beamforming. Signal Processing, 2009, 89 (10), pp.1990 - 1997. ⟨10.1016/j.sigpro.2009.04.004⟩. ⟨hal-00471581⟩
Frederic Lehmann. A gaussian sum approach to blind carrier phase estimation and data detection in turbo coded transmissions. IEEE Transactions on Communications, 2009, 57 (9), pp.2619 - 2632. ⟨10.1109/TCOMM.2009.09.080028⟩. ⟨hal-01357118⟩
Frederic Lehmann, Ali Kazem, Gérard Salut. Blind turbo-detection in the presence of phase noise. IET Communications, 2009, 3 (8), pp.1343 - 1353. ⟨10.1049/iet-com.2008.0389⟩. ⟨hal-01357116⟩
Marc Castella, Eric Moreau. Generalized identifiability conditions for blind convolutive MIMO separation. IEEE Transactions on Signal Processing, 2009, 57 (7), pp.2846-2852. ⟨10.1109/TSP.2009.2016259⟩. ⟨hal-00442756⟩
Frederic Lehmann. Blind soft-output decoding of space-time trellis coded transmissions over time-varying Rayleigh fading channels. IEEE Transactions on Wireless Communications, 2009, 8 (4), pp.2088-2099. ⟨10.1109/TWC.2009.080531⟩. ⟨hal-00471582⟩
Randal Douc, Gersende Fort, Arnaud Guillin. Subgeometric rates of convergence of f-ergodic strong Markov processes. Stochastic Processes and their Applications, 2009, 119 (3), pp.897 - 923. ⟨10.1016/j.spa.2008.03.007⟩. ⟨hal-01314855⟩
Marc Oudin, Jean-Pierre Delmas. Asymptotic generalized eigenvalue distribution of block multilevel Toeplitz matrices. IEEE Transactions on Signal Processing, 2009, 57 (1), pp.382-387. ⟨10.1109/TSP.2008.2006580⟩. ⟨hal-00471576⟩
Jean-Pierre Delmas, Habti Abeida. Asymptotic distribution of circularity coefficients estimate of complex random variables. Signal Processing, 2009, 89 (12), pp.2670-2675. ⟨10.1016/j.sigpro.2009.05.013⟩. ⟨hal-00444484v2⟩
Randal Douc, Éric Moulines, Jimmy Olsson. Optimality of the auxiliary particle filter. Probability and Mathematical Statistics, 2009, 29 (1), pp.1-28. ⟨hal-00471534⟩
Phillip Regalia. Cryptographic secrecy of steganographic matrix embedding. IEEE Transactions on Information Forensics and Security, 2008, 3 (4), pp.786 - 791. ⟨10.1109/TIFS.2008.2002940⟩. ⟨hal-01346476⟩
Boujemaa Ait-El-Fquih, François Desbouvries. On Bayesian fixed-interval smoothing algorithms. IEEE Transactions on Automatic Control, 2008, 53 (10), pp.2437 - 2442. ⟨10.1109/TAC.2008.2007858⟩. ⟨hal-01465796⟩
Randal Douc, Éric Moulines. Limit theorems for weighted samples with applications to sequential Monte Carlo methods. Annals of Statistics, 2008, 36 (5), pp.2344 - 2376. ⟨10.1214/07-AOS514⟩. ⟨hal-01372025⟩
Imen Karoui, Ronan Fablet, Jean-Marc Boucher, Wojciech Pieczynski, Jean-Marie Augustin. Fusion of textural statistics using a similarity measure: application to texture recognition and segmentation. Pattern Analysis and Applications, 2008, 11 (3-4), pp.425 - 434. ⟨10.1007/s10044-008-0108-z⟩. ⟨hal-01371973⟩
Marc Castella. Inversion of polynomial systems and separation of nonlinear mixtures of finite-alphabet sources. IEEE Transactions on Signal Processing, 2008, 56 (8 (Part 2)), pp.3905 - 3917. ⟨10.1109/TSP.2008.921788⟩. ⟨hal-00442765⟩
Wojciech Pieczynski. Sur la convergence de l'estimation conditionnelle itérative. Comptes Rendus. Mathématique, 2008, 346 (7-8), pp.457 - 460. ⟨10.1016/j.crma.2008.02.023⟩. ⟨hal-01371971⟩
Jean-Pierre Delmas. Closed-form expressions of the exact Cramer-Rao, bound for parameter estimation of BPSK, MSK, or QPSK waveforms. IEEE Signal Processing Letters, 2008, 15, pp.405 - 408. ⟨10.1109/LSP.2008.921477⟩. ⟨hal-01298715v2⟩
Marc Oudin, Jean-Pierre Delmas. Robustness of adaptive narrowband beamforming with respect to bandwidth. IEEE Transactions on Signal Processing, 2008, 56 (4), pp.1532 - 1538. ⟨10.1109/TSP.2007.909358⟩. ⟨hal-01372679⟩
Frederic Lehmann. Blind estimation and detection of space-time trellis coded transmissions over the Rayleigh fading MIMO channel. IEEE Transactions on Communications, 2008, 56 (3), pp.334 - 338. ⟨10.1109/TCOMM.2008.040263⟩. ⟨hal-01342723⟩
Randal Douc, Arnaud Guillin, Éric Moulines. Bounds on regeneration times and limit theorems for subgeometric Markov chains. Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2008, 44 (2), pp.239 - 257. ⟨10.1214/07-AIHP109⟩. ⟨hal-01372463⟩
Habti Abeida, Jean-Pierre Delmas. Statistical performance of MUSIC-like algorithms in resolving noncircular sources. IEEE Transactions on Signal Processing, 2008, 56 (9), pp.4317 - 4329. ⟨10.1109/TSP.2008.924143⟩. ⟨hal-01372028⟩
Randal Douc, A. Guillin, Jean-Michel Marin, C. P. Robert. Convergence of adaptive mixtures of importance sampling schemes. Statistics and Computing, 2008, 18,, pp.447-459. ⟨hal-00432955⟩
Muriel Muller, Yang Ni, Roger Lamberti, Charbel Saber. A new signal detection method for TR-UWB : by time delayed sampling and correlation (TDSC). Communications in Computer and Information Science, 2008, 9 (IV), pp.301-311. ⟨10.1007/978-3-540-70760-8_24⟩. ⟨hal-00712661⟩
Dalila Benboudjema, Wojciech Pieczynski. Unsupervised statistical segmentation of nonstationary images using triplet Markov fields. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29 (8), pp.1367 - 1378. ⟨10.1109/TPAMI.2007.1059⟩. ⟨hal-01347974⟩
Phillip Regalia, John Mac Laren Walsh. Optimality and duality of the turbo decoder. Proceedings of the IEEE, 2007, 95 (6), pp.1362 - 1377. ⟨10.1109/JPROC.2007.896495⟩. ⟨hal-01346572⟩
Wojciech Pieczynski. Multisensor triplet Markov chains and theory of evidence. International Journal of Approximate Reasoning, 2007, 45 (1), pp.1 - 16. ⟨10.1016/j.ijar.2006.05.001⟩. ⟨hal-01347975⟩
Jean-Pierre Delmas, Yann Meurisse. Performance analysis of optimal blind fusion of bits. IEEE Transactions on Signal Processing, 2007, 55 (4), pp.1477 - 1485. ⟨10.1109/TSP.2006.890818⟩. ⟨hal-01327977⟩
Jean-Pierre Delmas. Comment on 'Conjugate ESPRIT (C-SPRIT)'. IEEE Transactions on Antennas and Propagation, 2007, 55 (2), pp.511 - 511. ⟨10.1109/TAP.2006.889995⟩. ⟨hal-01320676⟩
John Mac Laren Walsh, Phillip Regalia, Jr. C. Richard Johnson. Turbo decoding as iterative constrained maximum-likelihood sequence detection. IEEE Transactions on Information Theory, 2006, 52 (12), pp.5426 - 5437. ⟨10.1109/TIT.2006.885535⟩. ⟨hal-01346516⟩
Jean-Pierre Delmas, Yann Meurisse. Asymptotically minimum variance second-order estimation for complex circular processes. Signal Processing, 2006, 86 (9), pp.2289-2295. ⟨10.1016/j.sigpro.2005.10.011⟩. ⟨hal-03399877⟩
Phillip Regalia, Dong-Yan Huang. Eigenstructure algorithms for multirate adaptive lossless FIR filters. IEEE Transactions on Signal Processing, 2006, 54 (4), pp.1386 - 1398. ⟨10.1109/TSP.2006.870618⟩. ⟨hal-01346526⟩
Jean-Pierre Delmas, Habti Abeida. MUSIC-like estimation of direction of arrival for noncircular sources. IEEE Transactions on Signal Processing, 2006, 54 (7), pp.2678-2690. ⟨10.1109/TSP.2006.873505⟩. ⟨hal-03399880⟩
Jean-Pierre Delmas, Habti Abeida. Cramer-Rao bounds of DOA estimates for BPSK and QPSK Modulated signals. IEEE Transactions on Signal Processing, 2006, 54 (1), pp.117-126. ⟨10.1109/TSP.2005.859224⟩. ⟨hal-03399883⟩
Wojciech Pieczynski, Dalila Benboudjema. Multisensor triplet Markov fields and theory of evidence. Image and Vision Computing, 2006, 24 (1), pp.61 - 69. ⟨10.1016/j.imavis.2005.09.012⟩. ⟨hal-01347962⟩
Phillip Regalia. Iterative decoding of concatenated codes : a tutorial. Eurasip Journal on Applied Signal Processing, 2005, 2005 (6), pp.762 - 774. ⟨10.1155/ASP.2005.762⟩. ⟨hal-01346479⟩
Nicolas Brunel, Wojciech Pieczynski. Signal restoration using hidden Markov chains with copulas. Signal Processing, 2005, 85 (12), pp.2304 - 2315. ⟨10.1016/j.sigpro.2005.01.018⟩. ⟨hal-01347782⟩
Dalila Benboudjema, Wojciech Pieczynski. Unsupervised image segmentation using triplet Markov fields. Computer Vision and Image Understanding, 2005, 99 (3), pp.476 - 498. ⟨10.1016/j.cviu.2005.04.003⟩. ⟨hal-01347961⟩
Jean-Pierre Delmas, Yann Meurisse. Extension of the matrix Bartlett's formula to the third and fourth order and to noisy linear models with application to parameter estimation. IEEE Transactions on Signal Processing, 2005, 53 (8), pp.2765 - 2776. ⟨10.1109/TSP.2005.850362⟩. ⟨hal-00446766v2⟩
Wojciech Pieczynski. Copules gaussiennes dans les chaînes triplet partiellement de Markov. Comptes Rendus. Mathématique, 2005, 341 (3), pp.189 - 194. ⟨10.1016/j.crma.2005.06.012⟩. ⟨hal-01347789⟩
François Desbouvries, Jean Lecomte. Multiscale Bayesian restoration in pairwise Markov trees. IEEE Transactions on Automatic Control, 2005, 50 (8), pp.1185 - 1190. ⟨10.1109/TAC.2005.852552⟩. ⟨hal-01347781⟩
Phillip Regalia. Fundamentals of adaptive filtering. IEEE Control Systems, 2005, 25 (4), pp.77 - 79. ⟨10.1109/MCS.2005.1499393⟩. ⟨hal-01344529⟩
Pierre Lanchantin, Wojciech Pieczynski. Unsupervised restoration of hidden nonstationary Markov chains using evidential priors. IEEE Transactions on Signal Processing, 2005, 53 (8), pp.3091 - 3098. ⟨10.1109/TSP.2005.851131⟩. ⟨hal-01347787⟩
Phillip M. S. Burt, Phillip Regalia. A new framework for convergence analysis and algorithm development of adaptive IIR filters. IEEE Transactions on Signal Processing, 2005, 53 (8), pp.3129 - 3140. ⟨10.1109/TSP.2005.851189⟩. ⟨hal-01346504⟩
Habti Abeida, Jean-Pierre Delmas. Gaussian Cramer-Rao bound for direction estimation of non-circular signals in unknown noise fields. IEEE Transactions on Signal Processing, 2005, 53 (12), pp.4610-4618. ⟨10.1109/TSP.2005.859226⟩. ⟨hal-00446762v2⟩
Pierre Lanchantin, Wojciech Pieczynski. Chaînes et arbres de Markov évidentiels avec applications à la segmentation des processus non stationnaires. Traitement du Signal, 2005, 22 (1), pp.15 - 26. ⟨hal-01347969⟩
Emmanuel Monfrini, Wojciech Pieczynski. Estimation de mélanges généralisés dans les arbres de Markov cachés, application à la segmentation des images de cartons d'orgue de barbarie. Traitement du Signal, 2005, 22 (2), pp.135 - 147. ⟨hal-01347972⟩
Wojciech Pieczynski. Fusion de Dempster-Shafer dans les chaînes triplet partiellement de Markov. Comptes Rendus. Mathématique, 2004, 339 (11), pp.797 - 802. ⟨10.1016/j.crma.2004.10.013⟩. ⟨hal-01347763⟩
Stéphane Derrode, Wojciech Pieczynski. Signal and image segmentation using pairwise Markov chains. IEEE Transactions on Signal Processing, 2004, 52 (9), pp.2477 - 2489. ⟨10.1109/TSP.2004.832015⟩. ⟨hal-01346595⟩
Jean-Pierre Delmas. Asymptotically Minimum Variance Second-Order Estimation for Noncircular Signals with Application to DOA Estimation. IEEE Transactions on Signal Processing, 2004, 52 (5), pp.1235-1241. ⟨10.1109/TSP.2004.826170⟩. ⟨hal-03399889⟩
Jean-Pierre Delmas, Habti Abeida. Stochastic Cramer–Rao Bound for Noncircular Signals with Application to DOA Estimation. IEEE Transactions on Signal Processing, 2004, 52 (11), pp.3192-3199. ⟨10.1109/TSP.2004.836462⟩. ⟨hal-03399886⟩
François Desbouvries. Non-Euclidean geometrical aspects of the Schur and Levinson-Szegö algorithms. IEEE Transactions on Information Theory, 2003, 49 (8), pp.1992 - 2003. ⟨10.1109/TIT.2003.814478⟩. ⟨hal-01347779⟩
Phillip Regalia, Eleftherios Kofidis. Monotonic convergence of fixed-point algorithms for ICA. IEEE Transactions on Neural Networks, 2003, 14 (4), pp.943 - 949. ⟨10.1109/TNN.2003.813843⟩. ⟨hal-01345079⟩
Wojciech Pieczynski. Arbres de Markov Triplet et fusion de Dempster-Shafer. Comptes Rendus. Mathématique, 2003, 336 (10), pp.869 - 872. ⟨10.1016/S1631-073X(03)00188-2⟩. ⟨hal-01331300⟩
Wojciech Pieczynski. Pairwise Markov chains. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25 (5), pp.634 - 639. ⟨10.1109/TPAMI.2003.1195998⟩. ⟨hal-01346583⟩
François Desbouvries, Wojciech Pieczynski. Modèles de Markov triplet et filtrage de Kalman. Comptes Rendus. Mathématique, 2003, 336 (8), pp.667 - 670. ⟨10.1016/S1631-073X(03)00152-3⟩. ⟨hal-01347766⟩
Roger Fjortoft, Wojciech Pieczynski, Marc Sigelle, Florence Tupin, Yves Delignon. Unsupervised classification of radar images using hidden Markov chains and hidden Markov random fields. IEEE Transactions on Geoscience and Remote Sensing, 2003, 41 (3), pp.675 - 686. ⟨10.1109/TGRS.2003.809940⟩. ⟨hal-01347239⟩
Jean-Pierre Delmas, Yann Meurisse. Robustness of narrowband DOA algorithms with respect to signal bandwidth. Signal Processing, 2003. ⟨hal-03399901⟩
Wojciech Pieczynski. Modèles de Markov en traitement d'images. Traitement du Signal, 2003, 20 (3-NS), pp.255 - 277. ⟨hal-01346587⟩
Jean-Pierre Delmas. Asymptotic performance of second-order algorithms. IEEE Transactions on Signal Processing, 2002. ⟨hal-03399913⟩
Jean-Pierre Delmas, Houcem Gazzah, Phillip A Regalia, Karim Abed-Meraim. A Blind Multichannel Identification Algorithm Robust to Order Over Estimation. IEEE Transactions on Signal Processing, 2002. ⟨hal-03435704⟩
Phillip Regalia, Mamadou Mboup. Properties of some blind equalization criteria in noisy multiuser environments. IEEE Transactions on Signal Processing, 2001, 49 (12), pp.3112 - 3122. ⟨10.1109/78.969518⟩. ⟨hal-01345074⟩
Athanasios P. Liavas, Phillip Regalia. On the behavior of information theoretic criteria for model order selection. IEEE Transactions on Signal Processing, 2001, 49 (8), pp.1689 - 1695. ⟨10.1109/78.934138⟩. ⟨hal-01345076⟩
Yann Meurisse, Jean-Pierre Delmas. Bounds for Sparse Planar and Volume Arrays. IEEE Transactions on Information Theory, 2001, 47 (1), pp.464 - 468. ⟨10.1109/18.904563⟩. ⟨hal-03399938⟩
Jean-Pierre Delmas, Houcem Gazzah, Phillip A Regalia. Asymptotic Eigenvalue Distribution of Block Toeplitz Matrices and Application to Blind SIMO Channel Identification. IEEE Transactions on Information Theory, 2001. ⟨hal-03435709⟩
Jean-Pierre Delmas. Asymptotic normality of sample covariance matrix for mixed spectra time series: Application to sinusoidal frequencies estimation. IEEE Transactions on Information Theory, 2001. ⟨hal-03399917⟩
Eleftherios Kofidis, Phillip Regalia. On the best rank-1 approximation to higher-order symmetric tensors. SIAM Journal on Matrix Analysis and Applications, 2001, 23 (3), pp.863 - 884. ⟨10.1137/S0895479801387413⟩. ⟨hal-01345069⟩
Mamadou Mboup, Phillip Regalia. A gradient search interpretation of the super-exponential algorithm. IEEE Transactions on Information Theory, 2000, 46 (7), pp.2731 - 2734. ⟨10.1109/18.887889⟩. ⟨hal-01345075⟩
Athanasios P Liavas, P A Regalia, Jean-Pierre Delmas. On the Robustness of the Linear Prediction Method for Blind Channel Identification with Respect to Effective Channel Undermodeling/Overmodeling. IEEE Transactions on Signal Processing, 2000. ⟨hal-03435720⟩
Jean-Pierre Delmas, Yann Meurisse. Asymptotic performance analysis of DOA finding algorithms with temporally correlated narrow-band signals. IEEE Transactions on Signal Processing, 2000. ⟨hal-03435713⟩
Jean-Pierre Delmas, Houcem Gazzah, Athanasios P Liavas, Phillip A Regalia. Statistical analysis of some second-order methods for blind channel identification/equalization with respect to channel undermodeling. IEEE Transactions on Signal Processing, 2000. ⟨hal-03435717⟩
Athanasios P Liavas, Phillip Regalia, Jean-Pierre Delmas. Robustness of Least-Squares and Subspace Methods for Blind Channel Identification/Equalization with Respect to Effective Channel Undermodeling/Overmodeling. IEEE Transactions on Signal Processing, 1999. ⟨hal-03435738⟩
Jean-Pierre Delmas, Jean-François Cardoso. Asymptotic Distributions associated to Oja's Learning Equation for Neural Networks. IEEE Transactions on Neural Networks, 1999. ⟨hal-03435749⟩
Jean-Pierre Delmas. On Adaptive EVD Asymptotic Distribution of Centro-Symmetric Covariance Matrices. IEEE Transactions on Signal Processing, 1999. ⟨hal-03435742⟩
Athanasios P Liavas, Phillip Regalia, Jean-Pierre Delmas. Blind Channel Approximation: Effective Channel Order Determination. IEEE Transactions on Signal Processing, 1999. ⟨hal-03435731⟩
Jean-Pierre Delmas. On eigenvalue decomposition estimators of centro-symmetric covariance matrices. Signal Processing, 1999, pp.101-116. ⟨hal-03435734⟩
Jean-Pierre Delmas, Florence Alberge. Asymptotic Performance Analysis of Subspace Adaptive Algorithms Introduced in the Neural Network Literature. IEEE Transactions on Signal Processing, 1998. ⟨hal-03435761⟩
Jean-Pierre Delmas. Performances Analysis of a Givens Parametrized Adaptive Eigenspace Algorithm. Signal Processing, 1998. ⟨hal-03435759⟩
Jean-Pierre Delmas, Jean-François Cardoso. Performance analysis of an adaptive algorithm for tracking dominant subspaces. IEEE Transactions on Signal Processing, 1998. ⟨hal-03435753⟩
Jean-Pierre Delmas, Jean-François Cardoso. Asymptotic Distributions associated to Oja's Learning Equation for Neural Networks. IEEE Transactions on Neural Networks, 1998. ⟨hal-03435743⟩
Jean-Pierre Delmas. An Equivalence of the EM and ICE Algorithm for Exponential Family. IEEE Transactions on Signal Processing, 1997. ⟨hal-03435764⟩
Jean-Pierre Delmas. Adaptive harmonic jammers cancellation.. IEEE Transactions on Signal Processing, 1995. ⟨hal-03435768⟩

Communications dans un congrès251 document

Ibrahim Djemai, Mireille Sarkiss, Philippe Ciblat. NOMA-based Scheduling and offloading for energy harvesting devices using reinforcement learning. 57th Asilomar Conference on Signals, Systems, and Computers (Asilomar), IEEE, Oct 2023, Pacific Grove, United States. ⟨10.1109/IEEECONF59524.2023.10476942⟩. ⟨hal-04334465⟩
Marc Escudier, Ikram Abdelkefi, Clément Fernandes, Wojciech Pieczynski. Forecasting with pairwise gaussian Markov models. 8th International Conference on Mathematics and Computers in Sciences and Industry Athens (CMCSI 23), IEEE, Oct 2023, Athènes, Greece. ⟨10.1109/MCSI60294.2023.00009⟩. ⟨hal-04450999⟩
Elouan Argouarc'H, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer. Apprentissage bayésien semi-supervisé par modélisation générative. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI ), Aug 2023, Grenoble, France. ⟨hal-04316579⟩
Ludger Klinkenbusch, Christine Letrou, Giuliano Manara. Complex-source beam representation of the fields radiated by a gaussian window. XXXVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), Aug 2023, Sapporo, Japan. pp.1-4, ⟨10.23919/URSIGASS57860.2023.10265369⟩. ⟨hal-04311828⟩
Sholom Schechtman, Daniil Tiapkin, Michael Muehlebach, Éric Moulines. Orthogonal directions constrained gradient method: from non-linear equality constraints to stiefel manifold. The 36th Annual Conference on Learning Theory (COLT 2023), Jul 2023, Bangalore, India. pp.1228--1258. ⟨hal-04273789⟩
Jean-Pierre Delmas, Habti Abeida. Unified asymptotic distribution of subspace projectors in complex elliptically symmetric models. 22nd IEEE Statistical Signal Processing workshop (SSP), Jul 2023, Hanoi, Vietnam. ⟨10.1109/SSP53291.2023.10208085⟩. ⟨hal-04164223⟩
Max Cohen, Maurice Charbit, Sylvain Le Corff. Variational latent discrete representation for time series modelling. 2023 IEEE Worshop on Statistical Signal Processing (SSP 2023), IEEE, Jul 2023, Hanoï, Vietnam. ⟨10.48550/arXiv.2306.15282⟩. ⟨hal-04140156v4⟩
Augustin A Saucan, Florian Meyer. On data association with possibly unresolved measurements. 2023 26th International Conference on Information Fusion (FUSION), Jun 2023, Charleston, United States. pp.1-8, ⟨10.23919/FUSION52260.2023.10224130⟩. ⟨hal-04325357⟩
Abdelaziz Bounhar, Mireille Sarkiss, Michèle Wigger. Mixing a covert and a non-covert user. 2023 IEEE International Symposium on Information Theory (ISIT), Jun 2023, Taipei, Taiwan. pp.2577-2582, ⟨10.1109/ISIT54713.2023.10206954⟩. ⟨hal-04240057⟩
Hamdi Friji, Alexis Olivereau, Mireille Sarkiss. Efficient network representation for GNN-based intrusion detection. 21st International Conference on Applied Cryptography and Network Security (ACNS), ACM, Jun 2023, Kyoto (Japan), Japan. pp.532-554, ⟨10.1007/978-3-031-33488-7_20⟩. ⟨hal-04250410⟩
Louis Leconte, Sholom Schechtman, Eric Moulines. ASkewSGD : an annealed interval-constrained optimisation method to train quantized neural networks. The 26th International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2023, Valencia (Espagne), Spain. pp.3644--3663. ⟨hal-04527690⟩
Louis Leconte, Sholom Schechtman, Eric Moulines. AskewSGD : an annealed interval-constrained optimisation method to train quantized neural networks. 26th International Conference on Artificial Intelligence and Statistics, Apr 2023, Valencia, Spain. pp.3644--3663. ⟨hal-04063706⟩
Sara Faour, Mustapha Hamad, Mireille Sarkiss, Michèle Wigger. Testing against independence with an eavesdropper. 2023 IEEE Information Theory Workshop (ITW), Apr 2023, Saint-Malo, France. pp.277-282, ⟨10.1109/ITW55543.2023.10161630⟩. ⟨hal-04240058⟩
Ibrahim Djemai, Mireille Sarkiss, Philippe Ciblat. Joint scheduling-offloading policies in NOMA-based mobile edge computing systems. 2023 IEEE Wireless Communications and Networking Conference (WCNC), Mar 2023, Glasgow, United Kingdom. pp.1-6, ⟨10.1109/WCNC55385.2023.10119046⟩. ⟨hal-04250443⟩
Mustapha Hamad, Michèle Wigger, Mireille Sarkiss. Strong converses using change of measure and asymptotic markov chains. 2022 IEEE Information Theory Workshop (ITW), Nov 2022, Mumbai, India. pp.535-540, ⟨10.1109/ITW54588.2022.9965790⟩. ⟨hal-04334463⟩
Elouan Argouarc'H, François Desbouvries, Eric Barat, Eiji Kawasaki, Thomas Dautremer. Flots stochastiques discrets. GRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images (GRETSI ), Sep 2022, Nancy, France. pp.849-852. ⟨hal-04316616⟩
Fakher Sagheer, Frederic Lehmann, Antoine O. Berthet. Low-complexity dynamic channel estimation in multi-antenna grant-free NOMA. 2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring), Jun 2022, Helsinki, Finland. pp.1-7, ⟨10.1109/VTC2022-Spring54318.2022.9860401⟩. ⟨hal-03782189⟩
Christine Letrou, Mossaab Hariz, Barak Galanti, Amir Boag. Analysis of scattering by large open-ended cavities using the gaussian beam shooting technique. 3rd URSI Atlantic / Asia-Pacific Radio Science Meeting - 2022, URSI, May 2022, Gran Canaria, Spain. ⟨hal-04311657⟩
Nickson Mwamsojo, Frederic Lehmann, Mounim El Yacoubi, Kamel Merghem, Yann Frignac, et al.. Optoelectronic reservoir computer for early stage alzheimer’s disease detection. CLEO: Applications and Technology, May 2022, San Jose, United States. ⟨10.1364/CLEO_AT.2022.ATh4I.5⟩. ⟨hal-03782176⟩
Sagar Verma, Nicolas Henwood, Marc Castella, Jean-Christophe Pesquet, Al Kassem Jebai. Can GANs recover faults in electrical motor sensors?. ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France. ⟨hal-03887143⟩
Mustapha Hamad, Michèle Wigger, Mireille Sarkiss. Two-hop network with multiple decision centers under expected-rate constraints. GLOBECOM 2021: IEEE Global Communications Conference, Dec 2021, Madrid, Spain. pp.1-6, ⟨10.1109/GLOBECOM46510.2021.9685750⟩. ⟨hal-03349810⟩
Achille Thin, Yazid Janati, Sylvain Le Corff, Charles Ollion, Arnaud Doucet, et al.. NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform. 35th International Conference on Neural Information Processing Systems, Dec 2021, Online, France. ⟨10.5555/3540261.3541565⟩. ⟨hal-03168489v2⟩
Daniel E Clark. Linear-quadratic control of multiple interceptors. FUSION 2021: IEEE 24th International Conference on Information Fusion, Nov 2021, Sun City, South Africa. pp.1-8. ⟨hal-03518632⟩
Christine Letrou, Mossaab Hariz, Barak Galanti, Amir Boag. Fast monostatic scattering computation based on Gaussian beam shooting and frame decomposition. COMCAS 2021: IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems, IEEE, Nov 2021, Tel-Aviv, Israel. pp.51-54, ⟨10.1109/COMCAS52219.2021.9629065⟩. ⟨hal-03456099⟩
Elie Leroy, Arthur Marmin, Marc Castella, Laurent Duval. Weight identification through global optimization in a new hysteretic neural network model. ICASSP 2021 - 46th International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto (online), Canada. pp.5315-5319, ⟨10.1109/ICASSP39728.2021.9413383⟩. ⟨hal-03227078⟩
Christine Letrou, Mossaab Hariz, Amir Boag. Frame-based Gaussian beam summation method: theory and applications. DD 2021: Days on diffraction, May 2021, St Petersburg (online), Russia. ⟨hal-03327929⟩
Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski. Introducing the hidden neural Markov chain framework. ICAART 2021: 13th International Conference on Agents and Artificial Intelligence, Feb 2021, Online, Portugal. pp.1013-1020, ⟨10.5220/0010303310131020⟩. ⟨hal-03540323⟩
Sagar Verma, Nicolas Henwood, Marc Castella, Al Kassem Jebai, Jean-Christophe Pesquet. Neural networks based speed-torque estimators for induction motors and performance metrics. IECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩. ⟨hal-02907937⟩
Anne Bouillard, Marc-Olivier Buob, Achille Salaün, Maxime Raynal. DIG-DAG: stockage et recherche de motifs dans un flux d'événements. ALGOTEL 2020: 22èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Sep 2020, Lyon, France. ⟨hal-02862968⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Robust reconstruction with nonconvex subset constraints. MLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩. ⟨hal-02977062⟩
Achille Salaün, Anne Bouillard, Marc-Olivier Buob. Demo abstract: end-to-end root cause analysis of a mobile network. INFOCOM 2020: IEEE International Conference on Computer Communications, Jul 2020, Virtual conference, Canada. pp.1324-1325, ⟨10.1109/INFOCOMWKSHPS50562.2020.9162999⟩. ⟨hal-02909944⟩
Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet. Spatial Triplet Markov Trees for auxiliary variational inference in Spatial Bayes Networks. SMTDA 2020: 6th international conference on Stochastic Modeling Techniques and Data Analysis, Jun 2020, Barcelone (online), Spain. pp.237-249. ⟨hal-03122810⟩
Ibrahim Fawaz, Mireille Sarkiss, Philippe Ciblat. Packet scheduling and computation offloading for energy harvesting devices without CSIT. IEEE Vehicular Technology Conference (VTC-Spring), May 2020, Antwerp, Belgium. ⟨10.1109/VTC2020-Spring48590.2020.9128717⟩. ⟨hal-02916091⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. A moment-based approach for guaranteed tensor decomposition. ICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩. ⟨hal-02654329⟩
Sagar Verma, Nicolas Henwood, Marc Castella, François Malrait, Jean-Christophe Pesquet. Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection. AAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394. ⟨hal-02484188⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Globally optimizing owing to tensor decomposition. EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩. ⟨hal-03040027⟩
Achille Salaün, Yohan Petetin, François Desbouvries. Comparing the modeling powers of RNN and HMM. ICMLA 2019: 18th International Conference on Machine Learning and Applications, Dec 2019, Boca Raton, FL, United States. pp.1496-1499. ⟨hal-02387002⟩
Achille Salaün, Anne Bouillard, Marc-Olivier Buob. Space-time pattern extraction in alarm logs for network diagnosis. MLN 2019: 2nd IFIP International Conference on Machine Learning for Networking, Dec 2019, Paris, France. pp.134-153, ⟨10.1007/978-3-030-45778-5_10⟩. ⟨hal-02484330v2⟩
Mark Campbell, Daniel E Clark. Joint stereo camera calibration and multi-target tracking using the linear-complexity factorial cumulant filter. SDF 2019 : 13th symposium on Sensor Data Fusion: trends, solutions, applications, Oct 2019, Bonn, Germany. pp.1-7, ⟨10.1109/SDF.2019.8916653⟩. ⟨hal-02448363⟩
Christine Letrou, Mossaab Hariz, Amir Boag. Accuracy study and validation techniques for fast beam-based monostatic scattering computations. ICEAA 2019: 21st International Conference on Electromagnetics in Advanced Applications, Sep 2019, Granada, Spain. pp.0824-0827, ⟨10.1109/ICEAA.2019.8878975⟩. ⟨hal-02452844⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Detecting the Rank of a Symmetric Tensor. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5. ⟨hal-02284991⟩
Hugo Gangloff, Emmanuel Monfrini, Christophe Collet, Nabil Chakfe. Segmentation de stents dans des données médicales à rayons-X corrompues par les artéfacts. GRETSI 2019: XXVIIème colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.917-920. ⟨hal-03228239⟩
Hugo Gangloff, Jean-Baptiste Courbot, Emmanuel Monfrini, Christophe Collet. Segmentation non-supervisée dans les champs de Markov couples gaussiens. GRETSI 2019: XXVIIème colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.177-180. ⟨hal-03228240⟩
Michèle Wigger, Mireille Sarkiss. Multi-library coded caching with partial secrecy. 2019 IEEE Information Theory Workshop (ITW), Aug 2019, Visby, Sweden. ⟨10.1109/ITW44776.2019.8989309⟩. ⟨hal-02440877⟩
Rihem Nasfi, Arsenia Chorti. Non-orthogonal multiple access networks under QoS delay constraints. ICUFN: 11th International Conference on Ubiquitous and Future Networks, Jul 2019, Zagreb, Croatia. pp.1-5. ⟨hal-02517474⟩
Rihem Nasfi, Arsenia Chorti. Performance analysis of the uplink of a two user NOMA network under QoS delay constraints. The 11th International Conference on Ubiquitous and Future Networks (ICUFN), Jul 2019, Zagreb, France. pp.526-528, ⟨10.1109/ICUFN.2019.8806078⟩. ⟨hal-04438610⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. Sparse signal reconstruction with a sign oracle. SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France. ⟨hal-02196881⟩
Arthur Marmin, Marc Castella, Jean-Christophe Pesquet. How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization. ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩. ⟨hal-02196878⟩
Anne Bouillard, Marc-Olivier Buob, Maxime Raynal, Achille Salaün. Log analysis via space-time pattern matching. CNSM 2018: 14th International Conference on Network and Service Management, Nov 2018, Roma, Italy. pp.303-307. ⟨hal-02909936⟩
Nicolas Aussel, Yohan Petetin, Sophie Chabridon. Improving performances of log mining for anomaly prediction through NLP-based log parsing. MASCOTS 2018: 26th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Sep 2018, Milwaukee, United States. pp.237 - 243, ⟨10.1109/MASCOTS.2018.00031⟩. ⟨hal-01919820⟩
Haoyu Li, Stéphane Derrode, Lamia Benyoussef, Wojciech Pieczynski. Free-walking 3D pedestrian large trajectory reconstruction from IMU sensors. EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Rome, Italy. pp.657-661, ⟨10.23919/EUSIPCO.2018.8553462⟩. ⟨hal-01870621⟩
Daniel E Clark, Flavio de Melo. A linear-complexity second-order multi-object filter via factorial cumulants. FUSION 2018: 21st international conference on Information Fusion, Jul 2018, Cambridge, United Kingdom. pp.1250 - 1259, ⟨10.23919/ICIF.2018.8455331⟩. ⟨hal-01885210⟩
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries. A double proposal normalized importance sampling estimator. SSP 2018: IEEE Statistical Signal Processing Workshop, Jun 2018, Freiburg, Germany. pp.238 - 242, ⟨10.1109/SSP.2018.8450849⟩. ⟨hal-01870199⟩
Mark Campbell, Daniel E Clark. Time-lapse estimation for optical telescope sequences. URSI-France 2018 : Geolocation and navigation in space and time, Mar 2018, Meudon, France. pp.1 - 8. ⟨hal-01848348⟩
Nicolas Aussel, Samuel Jaulin, Guillaume Gandon, Yohan Petetin, Eriza Fazli, et al.. Predictive models of hard drive failures based on operational data. ICMLA 2017 : 16th IEEE International Conference On Machine Learning And Applications, Dec 2017, Cancun, Mexico. pp.619 - 625, ⟨10.1109/ICMLA.2017.00-92⟩. ⟨hal-01703140⟩
Christine Letrou, M. K. Lebedev, Vladimir B. Khaikin, Amir Boag. Analysis of RATAN-600 radiation patterns in new operation modes using the MLPO algorithm. COMCAS 2017 : IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems , Nov 2017, Tel-Aviv, Israel. pp.1 - 3, ⟨10.1109/COMCAS.2017.8244848⟩. ⟨hal-01686731⟩
Mark Campbell, Isabel Schlangen, Emmanuel Delande, Daniel E Clark. Image registration using single cluster PHD methods. AMOS 2017 : Advanced Maui Optical and Space Surveillance Technologies Conference, Sep 2017, Maui, United States. pp.723 - 742. ⟨hal-01735089⟩
Christine Letrou, Igor Gershenzon, Mossaab Hariz, Amir Boag. Fast beam-based analysis of monostatic scattering. ICEAA 2017 : 19th International Conference on Electromagnetics in Advanced Applications, Sep 2017, Verona, Italy. pp.810 - 811, ⟨10.1109/ICEAA.2017.8065373⟩. ⟨hal-01686710⟩
Mustapha Sadok, Jean-Pierre Delmas, Pascal Chevalier. SAIC pour une interférence circulaire au second-ordre par filtrage de Volterra complexe d'ordre 3. GRETSI 2017 : XXVIème colloque, Sep 2017, Juan Les Pins, France. pp.1 - 4. ⟨hal-02465012v2⟩
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Estimation de la variance stochastique multivariée avec un filtre gaussien basé sur la méthode de Laplace. GRETSI 2017 : XXVIe Colloque, Sep 2017, Juan Les Pins, France. pp.1 - 4. ⟨hal-01885262⟩
Jean-Baptiste Courbot, Emmanuel Monfrini, Vincent Mazet, Christophe Collet. Arbres de Markov triplets pour la segmentation d'images. GRETSI 2017 : XXVIème colloque, Sep 2017, Juan Les Pins, France. pp.1 - 4. ⟨hal-01611540⟩
Roland Lamberti, François Desbouvries, François Septier, Yohan Petetin. Rééchantillonnage indépendant et semi-indépendant pour le filtrage particulaire. XXVIème Colloque GRETSI, Sep 2017, Juan-Les-Pins, France. ⟨hal-01679000⟩
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Pairwise Markov models for stock index forecasting. EUSIPCO 2017 : 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.2095 - 2099. ⟨hal-01611333⟩
Marc Castella, Jean-Christophe Pesquet. A global optimization approach for rational sparsity promoting criteria. EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩. ⟨hal-01666536⟩
Marc Castella, Jean-Christophe Pesquet. Recovery of nonlinearly degraded sparse signals through rational optimization. SPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2. ⟨hal-01575293⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Kadda Beghdad Bey, Ahmed Habbouchi, Wojciech Pieczynski. Unsupervised segmentation of nonstationary data using triplet Markov chains. ICEIS 2017 : 19th International Conference on Enterprise Information Systems, Apr 2017, Porto, Portugal. pp.405 - 414, ⟨10.5220/0006276704050414⟩. ⟨hal-01548177⟩
Dina Chaal, Abdelaouid Lyhyaoui, Frederic Lehmann. Optimization of a modular ad hoc land wireless system via joint source-network coding for correlated sensors. ACECS 2017 : 4th International Conference on Automation, Control Engineering and Computer Science, Mar 2017, Tangier, Morocco. pp.21 - 24. ⟨hal-01539769⟩
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised learning of asymmetric high-order autoregressive stochastic volatility model. ICASSP 2017 : 42nd International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.4780 - 4784, ⟨10.1109/ICASSP.2017.7953064⟩. ⟨hal-01701173⟩
Mustapha Sadok, Jean-Pierre Delmas, Pascal Chevalier. Enhanced single antenna interference cancellation from MMSE third-order complex Volterra filters. ICASSP 2017 : 42nd International Conference on Acoustics, Speech and Signal Processing, Mar 2017, New Orleans, United States. pp.4197 - 4201, ⟨10.1109/ICASSP.2017.7952947⟩. ⟨hal-01629454⟩
Zied Bouyahia, Stéphane Derrode, Wojciech Pieczynski. An exact smoother in a fuzzy jump Markov switching model. 6th International Workshop on Representation, analysis and recognition of shape and motion FroM Imaging data (RFMI 2016), Oct 2016, Sidi Bou Said, Tunisia. ⟨hal-01448543⟩
Lin An, Ming Li, Mohamed El Yazid Boudaren, Wojciech Pieczynski. Evidential correlated Gaussian mixture Markov model for pixel labeling problem. BELIEF 2016: 4th International Conference on Belief Functions, Sep 2016, Prague, Czech Republic. pp.203 - 211, ⟨10.1007/978-3-319-45559-4_21⟩. ⟨hal-01369520⟩
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised learning of Markov-switching stochastic volatility with an application to market data. MLSP 2016 : 26th International Workshop on Machine Learning for Signal Processing, Sep 2016, Salerno, Italy. pp.1 - 6, ⟨10.1109/MLSP.2016.7738821⟩. ⟨hal-01548330⟩
Rémi Chauvat, Jean-Pierre Delmas, Pascal Chevalier. Two and three inputs Widely Linear FRESH receivers for cancellation of a quasi-rectilinear interference with frequency offset. EUSIPCO 2016 : 24th European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.1398 - 1402, ⟨10.1109/EUSIPCO.2016.7760478⟩. ⟨hal-01394314⟩
Christine Letrou, Igor Gershenzon, Yaniv Brick, Amir Boag. Physical Optics versus Gaussian Beam Shooting for shadow field analysis in high frequency regime. EMTS 2016 : URSI Commission B International Symposium on Electromagnetic Theory , Aug 2016, Espoo, Finland. pp.328 - 330, ⟨10.1109/URSI-EMTS.2016.7571388⟩. ⟨hal-01360565⟩
Pascal Chevalier, Jean-Pierre Delmas, Rémi Chauvat. Reception filter impact on widely linear FRESH receiver performance for SAIC/MAIC with frequency offsets. SAM 2016: 9th IEEE Sensor Array and Multichannel Signal Processing Workshop, Jul 2016, Rio De Janeiro, Brazil. pp.1 - 5, ⟨10.1109/SAM.2016.7569723⟩. ⟨hal-01391260⟩
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries. An improved SIR-based sequential Monte Carlo algorithm. 2016 IEEE Workshop on Statistical Signal Processing (SSP 16), Jun 2016, Palma de Mallorca, Spain. ⟨hal-01359095⟩
Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski. Fast filtering with new sparse transition Markov chains. SSP 2016 : IEEE worshop on Statistical Signal Processing, Jun 2016, Palma De Mallorca, Spain. pp.1 - 5, ⟨10.1109/SSP.2016.7551839⟩. ⟨hal-01358384⟩
Fabien Arlery, R Kassab, U Tan, Frederic Lehmann. Efficient gradient method for locally optimizing the periodic/aperiodic ambiguity function. SONDRA 4th Workshop 2016, May 2016, Lacanau, France. ⟨hal-01325277⟩
Fabien Arlery, R Kassab, U Tan, Frederic Lehmann. Efficient optimization of the ambiguity functions of multi-static radar waveforms. 17th International Radar Symposium 2016 (IRS 2016), Microwave and Radiolocation Foundation, May 2016, Cracovie, Poland. ⟨hal-01325268⟩
Fabien Arlery, R Kassab, U Tan, Frederic Lehmann. Efficient gradient method for locally optimizing the periodic/aperiodic ambiguity function. RadConf 2016: IEEE Radar Conference, May 2016, Philadelphie, PA, United States. pp.1-6, ⟨10.1109/RADAR.2016.7485309⟩. ⟨hal-01325271⟩
Roland Lamberti, Yohan Petetin, François Septier, François Desbouvries. Particle filters with independent resampling. ICASSP 2016 : 41st International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.3994 - 3998, ⟨10.1109/ICASSP.2016.7472427⟩. ⟨hal-01341157⟩
Marc Castella, Jean-Christophe Pesquet. Optimization of a Geman-McClure like criterion for sparse signal deconvolution. CAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩. ⟨hal-01263352v2⟩
Houcem Gazzah, Jean-Pierre Delmas. On isotropic circular arrays of anisotropic sensors. ISSPIT 2015 : International Symposium on Signal Processing and Information, Dec 2015, Abu Dhabi, United Arab Emirates. pp.95 - 99, ⟨10.1109/ISSPIT.2015.7394427⟩. ⟨hal-01256700v2⟩
Frederic Lehmann, Dina Chaal, Abdelaouid Lyhyaoui. Proposition of a Bayesian model for the propagation of the information in a wireless sensor network. AICCSA 2015 : 12th International Conference of Computer Systems and Applications, Nov 2015, Marrakech, Morocco. pp.1 - 8, ⟨10.1109/AICCSA.2015.7507193⟩. ⟨hal-01539756⟩
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. Lissage rapide dans des modèles non linéaires et non gaussiens. GRETSI'2015, Sep 2015, Lyon, France. ⟨hal-01169898⟩
Yohan Petetin, François Desbouvries. Un algorithme d'estimation non supervisée dans des modèles Markoviens à sauts. Gretsi 2015 : XXVe colloque Gretsi, Sep 2015, Lyon, France. ⟨hal-01255026⟩
Emna-Amira Fnaiech, Christine Letrou, Arnaud Ginestet, Gilles Beauquet. Paraxial Gaussian beam shooting algorithm for 3D propagation simulation in built environments. ICEAA 2015 : International Conference on Electromagnetics in Advanced Applications, Sep 2015, Torino, Italy. pp.1155 - 1158, ⟨10.1109/ICEAA.2015.7297300⟩. ⟨hal-01359513⟩
Ivan Gorynin, Stéphane Derrode, Emmanuel Monfrini, Wojciech Pieczynski. EXACT FAST SMOOTHING IN SWITCHING MODELS WITH APPLICATION TO STOCHASTIC VOLATILITY. EUSIPCO, Aug 2015, Nice, France. ⟨hal-01165338⟩
Rémi Chauvat, Pascal Chevalier, Jean-Pierre Delmas. Widely linear FRESH receiver for SAIC/MAIC with frequency offsets. ISWCS 2015 : 12th International Symposium on Wireless Communication Systems, Aug 2015, Bruxelles, Belgium. ⟨10.1109/ISWCS.2015.7454402⟩. ⟨hal-01254987⟩
Christine Letrou, Vladimir B. Khaikin, Amir Boag. Analysis of Very Large Radio Telescope Antennas Using Multilevel Physical Optics Algorithm. USNC-URSI 2015 : Radio Science Meeting, Jul 2015, Vancouver, Canada. pp.365 - ⟨10.1109/USNC-URSI.2015.7303649⟩. ⟨hal-01359504⟩
Fabien Arlery, Mathieu Klein, Frederic Lehmann. Utilization of spreading codes as dedicated waveforms for Active Multi-Static Primary Surveillance Radar. IRS 2015 : 16th International Radar Symposium, Jun 2015, Dresden, Germany. pp.327 - 332, ⟨10.1109/IRS.2015.7226213⟩. ⟨hal-01325262⟩
Houcem Gazzah, Jean-Pierre Delmas, Sérgio M. Jesus. Improved direction finding using a maneuverable array of directional sensors. ICASSP 2015 : 40th International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.2799 - 2803, ⟨10.1109/ICASSP.2015.7178481⟩. ⟨hal-01285357⟩
Pascal Chevalier, Rémi Chauvat, Jean-Pierre Delmas. Quasi-rectilinear (MSK, GMSK, OQAM) co-channel interference mitigation by three inputs widely linear Fresh filtering. ICASSP 2015 : 40th International Conference on Acoustics, Speech and Signal Processing, Apr 2015, Brisbane, Australia. pp.2434 - 2438, ⟨10.1109/ICASSP.2015.7178408⟩. ⟨hal-01272822⟩
Roland Lamberti, François Septier, Naveed Salman, Lyudmila Mihaylova. Sequential Markov Chain Monte Carlo for multi-target tracking with correlated RSS measurements. IEEE 10th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Apr 2015, Singapore, Singapore. ⟨10.1109/ISSNIP.2015.7106901⟩. ⟨hal-01144848⟩
Rémi Chauvat, Pascal Chevalier, Jean-Pierre Delmas. How to make quasi-rectilinear signals (MSK, GMSK, OQAM) almost equivalent to rectilinear ones (BPSK, ASK) for widely linear filtering in the presence of CCI. WSA 2015 : 19th International ITG Workshop on Smart Antennas, Mar 2015, Ilmenau, Germany. pp.1 - 6. ⟨hal-01254988⟩
Meriem Yahiaoui, Emmanuel Monfrini, Bernadette Dorizzi. Implementation of unsupervised statistical methods for low-quality iris segmentation. SITIS 2014 : 10th International Conference on Signal-Image Technology and Internet-Based Systems, Nov 2014, Marrakech, Morocco. pp.566 - 573, ⟨10.1109/SITIS.2014.46⟩. ⟨hal-01331567⟩
Arnaud Ginestet, Christine Letrou, Gilles Beauquet, Emna-Amira Fnaiech. Adaptability of parabolic wave equation and Gaussian Beam Shooting methods to electromagnetic propagation in urban configurations. RADAR 2014 : International Radar Conference, Oct 2014, Lille, France. pp.1 - 6, ⟨10.1109/RADAR.2014.7060263⟩. ⟨hal-01255020⟩
Amina El Gonnouni, Frederic Lehmann. Deghosting method for multiple target tracking in a single frequency network. RADAR 2014 : International Radar Conference, Oct 2014, Lille, France. pp.1 - 6, ⟨10.1109/RADAR.2014.7060378⟩. ⟨hal-01286110⟩
Yohan Petetin, François Desbouvries. Exact Bayesian estimation in constrained Triplet Markov Chains. 2014 MLSP : IEEE International Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France. ⟨10.1109/MLSP.2014.6958847⟩. ⟨hal-01262438⟩
Stéphane Derrode, Wojciech Pieczynski. Fast filter in non-linear systems with application to stochastic volatility model. EUSIPCO 2014 : 22nd European Signal Processing Conference, Sep 2014, Lisbon, Portugal. pp.2410 - 2414. ⟨hal-01262462⟩
Igor Francisco Arias Lopez, Christine Letrou. Frame-based Gaussian beam shooting from experimental far field data. ICEAA 2014 : International Conference on Electromagnetics in Advanced Applications, Aug 2014, Palm Beach, Aruba. pp.532 - 535, ⟨10.1109/ICEAA.2014.6903914⟩. ⟨hal-01262400⟩
Emna-Amira Fnaiech, Christine Letrou, Arnaud Ginestet, Gilles Beauquet. Frame-based Gaussian beam shooting simulation of back-scattered fields in the presence of a building. ICEAA 2014 : International Conference on Electromagnetics in Advanced Applications , Aug 2014, Palm Beach, Aruba. pp.484 - 487, ⟨10.1109/ICEAA.2014.6903902⟩. ⟨hal-01262398⟩
Houcem Gazzah, Jean-Pierre Delmas. Nonuniform linear antenna arrays for enhanced near field source localization. ICASSP 2014 : 39th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. pp.2252 - 2256, ⟨10.1109/ICASSP.2014.6854000⟩. ⟨hal-01273412⟩
Houda Hanzouli, Jérôme Lapuyade-Lahorgue, Emmanuel Monfrini, Gaspar Delso, Wojciech Pieczynski, et al.. PECT/CT image denoising and segmentation based on a multi observation and multi scale Markov tree model. NSS/MIC 2013 : Nuclear Science Symposium and Medical Imaging Conference, Oct 2013, Séoul, South Korea. ⟨10.1109/NSSMIC.2013.6829281⟩. ⟨hal-01056014⟩
Igor Francisco Arias Lopez, Christine Letrou. Gaussian beam launching based on frame decomposition and 3d spectral partition. ICEAA 2013 : International Conference on Electromagnetics in Advanced Applications, Sep 2013, Torino, Italy. pp.692 - 695, ⟨10.1109/ICEAA.2013.6632333⟩. ⟨hal-01269670⟩
Christine Letrou, Amir Boag. Fast near-field physical optics algorithm. ICEAA 2013 : International Conference on Electromagnetics in Advanced Applications, Sep 2013, Torino, Italy. pp.37 - 37. ⟨hal-01257107⟩
Yohan Petetin, Mark Morelande, François Desbouvries. Filtrage particulaire marginalisé pour la poursuite multi-objets. XXIVème Colloque Gretsi, Sep 2013, Brest, France. ⟨hal-00867104⟩
Marc Blanc-Patin, Marion Chevalier, Audrey Dupont, Emmanuel Monfrini, Yohan Petetin. Poursuite de cible par un senseur mobile ; repérage multisenseur de la position du senseur mobile. XXIVème Colloque Gretsi, Sep 2013, Brest, France. ⟨hal-00867150⟩
Stéphane Derrode, Wojciech Pieczynski. Filtrage exact dans les systèmes linéaires gaussiens à sauts markoviens. XXIVème Colloque Gretsi, Sep 2013, Brest, France. ⟨hal-00867172⟩
Yohan Petetin, François Desbouvries. Un nouvel algorithme de filtrage dans les modèles de Markov à saut linéaires et Gaussiens. XXIVème Colloque Gretsi, Sep 2013, Brest, France. ⟨hal-00867111⟩
Jean-Pierre Delmas, Houcem Gazzah. CRB analysis of near-field source localization using uniform circular arrays. ICASSP 2013 : 38th IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.3996 - 4000, ⟨10.1109/ICASSP.2013.6638409⟩. ⟨hal-01277795⟩
Dalila Benboudjema, Nadia Othman, Bernadette Dorizzi, Wojciech Pieczynski. Challenging eye segmentation using triplet Markov spatial models. ICASSP 2013 : 38th International Conference on Acoustics, Speech, and Signal Processing, May 2013, Vancouver, Canada. pp.1927 - 1931, ⟨10.1109/ICASSP.2013.6637989⟩. ⟨hal-01277855⟩
Christine Letrou, Amir Boag. Near-field multilevel physical optics for fast analysis of multi-reflector antennas. EMTS '13 : International Symposium on Electromagnetic Theory, May 2013, Hiroshima, Japan. pp.792-795. ⟨hal-00850413⟩
Wojciech Pieczynski, Stéphane Derrode, Noufel Abbassi, Yohan Petetin, François Desbouvries. Exact optimal filtering in an approximating switching system. TAIMA 2013 : Traitement et Analyse de l'Information Méthodes et Applications, May 2013, Hammamet, Tunisia. ⟨hal-01461574⟩
Houcem Gazzah, Jean-Pierre Delmas. Optimizing V antenna arrays using a Bayesian DOA estimation criterion. ICCSPA '13 : The First International Conference on Communications, Signal Processing, and their Applications, Feb 2013, Sharjah, United Arab Emirates. pp.1-6, ⟨10.1109/ICCSPA.2013.6487297⟩. ⟨hal-00816501⟩
Houcem Gazzah, Jean-Pierre Delmas. A quadratic complexity eigenspace technique for blind SIMO channel identification. ISSSE 2012 : International Symposium on Signals, Systems and Electronics, Oct 2012, Potsdam, Germany. pp.1 - 5, ⟨10.1109/ISSSE.2012.6374337⟩. ⟨hal-01299280⟩
Florian Maire, Randal Douc, Sidonie Lefebvre, Éric Moulines. An online learning algorithm for mixture models of deformable templates. MLSP '12 : IEEE International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1-6, ⟨10.1109/MLSP.2012.6349725⟩. ⟨hal-00839430⟩
Francois Simon. Recurrent one-sided AMS channels. ITW '12 : IEEE Information Theory Workshop, Sep 2012, Lausanne, Switzerland. pp.612-616, ⟨10.1109/ITW.2012.6404750⟩. ⟨hal-00819874⟩
Francois Simon. From channel codes to computation codes. IEEE Information Theory Workshop, Sep 2012, Lausanne, Switzerland. pp.337-341, ⟨10.1109/ITW.2012.6404688⟩. ⟨hal-00824939⟩
Houcem Gazzah, Jean-Pierre Delmas. Subspace blind equalization for channels with low SNR. ISWCS '12 : The Ninth International Symposium on Wireless Communication Systems, Aug 2012, Paris, France. pp.461-465, ⟨10.1109/ISWCS.2012.6328410⟩. ⟨hal-00746467⟩
Houcem Gazzah, Jean-Pierre Delmas. Subspace blind MIMO channel equalization with quadratic complexity. ISWCS '12 : The Ninth International Symposium on Wireless Communication Systems, Aug 2012, Paris, France. pp.236-240, ⟨10.1109/ISWCS.2012.6328365⟩. ⟨hal-00746476⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised segmentation of nonstationary pairwise Markov chains using evidential priors. EUSIPCO '12 : 20th European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.2243-2247. ⟨hal-00778813⟩
Stéphane Derrode, Wojciech Pieczynski. Copulas selection in pairwise Markov chain. 20th Int. Conf. on Computational Statistics (COMPSTAT'12), Aug 2012, Limassol, Cyprus. pp. ⟨hal-00777162⟩
Soumaya Sallem, Jean-Pierre Delmas, Pascal Chevalier. Optimal SIMO MLSE receivers for the detection of linear modulation corrupted by noncircular interference. SSP 2012 : IEEE Statistical Signal Processing Workshop, Aug 2012, Ann Arbor, United States. pp.840-843, ⟨10.1109/SSP.2012.6319837⟩. ⟨hal-00746451⟩
Yohan Petetin, François Desbouvries. A mixed GM/SMC implementation of the probability hypothesis density filter. ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.425-430, ⟨10.1109/ISSPA.2012.6310588⟩. ⟨hal-00765490⟩
Yohan Petetin, François Desbouvries. Further Rao-Blackwellizing an already Rao-Blackwellized algorithm for jump Markov state space systems. ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.706-711, ⟨10.1109/ISSPA.2012.6310644⟩. ⟨hal-00765888⟩
Yohan Petetin, François Desbouvries. A semi-exact sequential Monte Carlo filtering algorithm in hidden Markov chains. ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.595-600, ⟨10.1109/ISSPA.2012.6310621⟩. ⟨hal-00765899⟩
Yohan Petetin, François Desbouvries. Marginalized PHD filters for multi-target filtering. ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.419-424, ⟨10.1109/ISSPA.2012.6310587⟩. ⟨hal-00765488⟩
Yohan Petetin, François Desbouvries. Multi-object filtering for pairwise Markov chains. ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.348 -353, ⟨10.1109/ISSPA.2012.6310573⟩. ⟨hal-00765497⟩
Jorge Arturo Pardinas Mir, Roger Lamberti, Muriel Muller, Claude Gimenes. A fast low-cost TOA estimation for UWB impulse radio networks. Communications (COMM), 2012 9th International Conference on, Jun 2012, Bucarest, Romania. pp.ISBN-978-1-4577-0057-6, ⟨10.1109/ICComm.2012.6262571⟩. ⟨hal-00739280⟩
Jorge Arturo Pardinas Mir, Roger Lamberti, Muriel Muller, Claude Gimenes. An Experimental Approach to a Low-Complexity Two-Step TOA Measurement for TR-UWB Signals. 2012 International Conference on Communications, Jun 2012, Ottawa, Canada. pp.6015-6019. ⟨hal-00739282⟩
Frederic Lehmann. A joint decode-and-forward strategy for physical network coding based on factor graphs. WCNC '12 : IEEE Wireless Communications and Networking Conference : PHY and Fundamentals, Apr 2012, Paris, France. pp.23-27, ⟨10.1109/WCNC.2012.6214197⟩. ⟨hal-00737852⟩
Christine Letrou, Amir Boag. An MLPO algorithm for fast evaluation of the focal plane fields of reflector antennas. EUCAP '12 : 6th European Conference on Antennas and Propagation, Mar 2012, Prague, Czech Republic. pp.3436-3437, ⟨10.1109/EuCAP.2012.6206071⟩. ⟨hal-00718480⟩
Jean-Pierre Delmas, Yann Meurisse. On the Cramer Rao bound and maximum likelihood in passive time delay estimation for complex signals. ICASSP '12 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.3541-3544, ⟨10.1109/ICASSP.2012.6288681⟩. ⟨hal-00746455⟩
Stéphane Derrode, Wojciech Pieczynski. Modèles de mélange à copules : simulation, restauration et sélection. PHénomènes Aléatoires pour la REprésentation des imageS (PAHRES'12), Feb 2012, Sidi Bou Said, Tunisie. ⟨hal-00777169⟩
Christine Letrou, Christian Parrot, Vladimir B. Khaikin, M. K. Lebedev, Amir Boag. Near and far field simulation of RATAN-600 radio telescope antenna using the MLPO algorithm. COMCAS 2011 : 3rd International Conference on Microwaves, Communications, Antennas and Electronics Systems, Nov 2011, Tel Aviv, Israel. pp.1 - 2, ⟨10.1109/COMCAS.2011.6105931⟩. ⟨hal-01298131⟩
Francois Simon. On the capacity of noisy computations. ITW 2011 : IEEE Information Theory Workshop, Oct 2011, Paraty, Brazil. pp.185 - 189, ⟨10.1109/ITW.2011.6089373⟩. ⟨hal-01344785⟩
Jorge Arturo Pardinas Mir, Muriel Muller, Roger Lamberti, Claude Gimenes. TR-UWB detection and synchronization -- Using the Time Delayed Sampling and Correlation detection method. Radar Conference (EuRAD), 2011 European, Oct 2011, Manchester, United Kingdom. pp.ISBN: 978-1-4577-1156-5. ⟨hal-00739281⟩
Stéphane Derrode, Wojciech Pieczynski. Segmentation conjointe d'images et copules. Ateliers Traitement et Analyse de l'Information : Méthodes et Applications (TAIMA'11), Oct 2011, Hammamet, Tunisia. pp. ⟨hal-00777164⟩
Igor Francisco Arias Lopez, Christine Letrou. Frame decomposition of scattered fields. ICEAA 2011 : International Conference on Electromagnetics in Advanced Applications, Sep 2011, Torino, Italy. pp.1261 - 1264, ⟨10.1109/ICEAA.2011.6046529⟩. ⟨hal-01306760⟩
Emmanuel Monfrini, Wojciech Pieczynski. Arbres de Markov couple et segmentation non supervisée d'images : cas de la mono-résolution. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. ⟨hal-01347964⟩
Selwa Rafi, Marc Castella, Wojciech Pieczynski. Une extension avec variables latentes du modèle d'analyse en composantes indépendantes. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. pp.1 - 4. ⟨hal-01465735⟩
François Desbouvries, Yohan Petetin, Emmanuel Monfrini. Filtrage particulaire optimal et filtrage particulaire auxiliaire adapté : une analyse non asymptotique. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. ⟨hal-01347966⟩
Noufel Abbassi, Dalila Benboudjema, Wojciech Pieczynski. Filtrage optimal dans les systèmes linéaires gaussiens markoviens à sauts. GRETSI 2011 : XXIIIe Colloque, Sep 2011, Bordeaux, France. ⟨hal-01347968⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Unsupervised segmentation of switching pairwise Markov chains. ISPA 2011 : 7th International Symposium on Image and Signal Processing and Analysis , Sep 2011, Dubrovnik, Croatia. pp.183 - 188. ⟨hal-01354617⟩
Stéphane Derrode, Wojciech Pieczynski. Unsupervised restoration in Gaussian pairwise mixture models. EUSIPCO, Aug 2011, Barcelona, Spain. pp. ⟨hal-00777161⟩
Mohamed El Yazid Boudaren, Emmanuel Monfrini, Wojciech Pieczynski. Switching pairwise Markov chains for non stationary textured images segmentation. CGVCVIP 2011 : IADIS International Conference Computer Graphics, Visualization, Computer Vision and Image Processing, Jul 2011, Rome, Italy. pp.11 - 18. ⟨hal-01354618⟩
Jorge Arturo Pardiñas-Mir, Muriel Muller, Roger Lamberti, Claude Gimenes. EXPERIMENTAL VALIDATION FOR TR-UWB SYSTEMS By Time Delayed Sampling & Correlation (TDSC). International Conference on Wireless Information Networks and Systems WINSYS 2011, Jul 2011, Seville, Spain. pp.ISBN: 978-989-8425-73-7. ⟨hal-00638044⟩
Jorge Arturo Pardinas Mir, Muriel Muller, Roger Lamberti, Claude Gimenes. EXPERIMENTAL VALIDATION FOR TR-UWB SYSTEMS By Time Delayed Sampling & Correlation (TDSC). International Conference on Wireless Information Networks and Systems WINSYS 2011, Jul 2011, Seville, Spain. pp.ISBN: 978-989-8425-73-7. ⟨hal-00739283⟩
Noufel Abbassi, Dalila Benboudjema, Wojciech Pieczynski. Kalman filtering approximations in triplet Markov Gaussian switching models. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.77 - 80, ⟨10.1109/SSP.2011.5967820⟩. ⟨hal-01347978⟩
Cyrille Dubarry, Randal Douc. Improving particle approximations of the joint smoothing distribution with linear computational cost. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.209 - 212, ⟨10.1109/SSP.2011.5967661⟩. ⟨hal-01303713⟩
Houcem Gazzah, Jean-Pierre Delmas. Spectral efficiency of beamforming-based parameter estimation in the single source case. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.153-156, ⟨10.1109/SSP.2011.5967645⟩. ⟨hal-01302425⟩
Florian Maire, Sidonie Lefebvre, Éric Moulines, Randal Douc. Aircraft classification with a low resolution infrared sensor. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.761 - 764, ⟨10.1109/SSP.2011.5967815⟩. ⟨hal-01303722⟩
François Desbouvries, Yohan Petetin, Emmanuel Monfrini. A non asymptotical analysis of the optimal SIR algorithm vs. the fully adapted auxiliary particle filter. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.213 - 216, ⟨10.1109/SSP.2011.5967662⟩. ⟨hal-01354690⟩
Yohan Petetin, François Desbouvries. A particle smoothing implementation of the fully-adapted auxiliary particle filter : an alternative to auxiliary particle filters. SSP 2011 : Statistical Signal Processing Workshop, Jun 2011, Nice, France. pp.217 - 220, ⟨10.1109/SSP.2011.5967663⟩. ⟨hal-01354688⟩
Dalila Benboudjema, Mohamed El Bouchraya Malainin, Wojciech Pieczynski. Exact Kalman filtering in pairwise Gaussian switching systems. ASMDA 2011 : Applied Stochastic Models and Data Analysis, Jun 2011, Rome, Italy. ⟨hal-01347979⟩
Houcem Gazzah, Jean-Pierre Delmas. Optimization of the antenna array geometry based on a Bayesian DOA estimation criterion. ICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2544-2547, ⟨10.1109/ICASSP.2011.5947003⟩. ⟨hal-01302427⟩
Jean-Pierre Delmas, Yann Meurisse. Performance analysis of MDL criterion for the detection of noncircular or/and nonGaussian components. ICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.4188-4191, ⟨10.1109/ICASSP.2011.5947276⟩. ⟨hal-01302426⟩
François Desbouvries, Yohan Petetin, Emmanuel Monfrini. Optimal SIR algorithm vs. fully adapted auxiliary particle filter : a matter of conditional independence. ICASSP 2011 : International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3992 - 3995, ⟨10.1109/ICASSP.2011.5947227⟩. ⟨hal-01304056⟩
Frederic Lehmann. A segmentation method for textured images based on the maximum posterior mode criterion. ICASSP 2011 : International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.2088 - 2091, ⟨10.1109/ICASSP.2011.5946737⟩. ⟨hal-01354696⟩
Selwa Rafi, Marc Castella, Wojciech Pieczynski. An extension of the ICA model using latent variables. ICASSP 2011 : 36th International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.3712 - 3715, ⟨10.1109/ICASSP.2011.5947157⟩. ⟨hal-01302411⟩
Mohamed El Yazid Boudaren, Wojciech Pieczynski, Emmanuel Monfrini. Unsupervised segmentation of non stationary data hidden with non stationary noise. WoSSPA 2011 : 7th International Workshop on Systems, Signal Processing and their Applications, May 2011, Tipaza, Algeria. pp.255 - 258, ⟨10.1109/WOSSPA.2011.5931466⟩. ⟨hal-01354693⟩
Clément Burin Des Rosiers, Guillaume Chelius, Tony Ducrocq, Eric Fleury, Antoine Fraboulet, et al.. Using SensLAB as a First Class Scienti c Tool for Large Scale Wireless Sensor Network Experiments. Networking 2011, May 2011, Valencia, Spain. pp.241-253. ⟨inria-00599102⟩
Pascal Chevalier, Abdelkader Oukaci, Jean-Pierre Delmas. Third order widely non-linear Volterra MVDR beamforming. International Conference on acoustic Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.2648-2651, ⟨10.1109/ICASSP.2011.5947029⟩. ⟨hal-01126072⟩
Clément Burin Des Rosiers, Guillaume Chelius, Eric Fleury, Antoine Fraboulet, Antoine Gallais, et al.. SensLAB Very Large Scale Open Wireless Sensor Network Testbed. Proc. 7th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TridentCOM), Apr 2011, Shanghai, China. ⟨inria-00587862⟩
Christine Letrou, Christian Parrot, Amir Baruh, Vladimir B. Khaikin, M. K. Lebedev, et al.. Analysis of RATAN-600 radio telescope antenna using the MLPO algorithm. EuCAP 2011: 5th European Conference on Antennas and Propagation, Apr 2011, Rome, Italy. pp.658-661. ⟨hal-01302405⟩
Selwa Rafi, Marc Castella, Wojciech Pieczynski. Pairwise Markov model applied to unsupervised image separation. SPPRA '11 : The Eighth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, Feb 2011, Innsbruck, Austria. ⟨10.2316/P.2011.721-044⟩. ⟨hal-00714717⟩
Y Sikali Mamdem, X Pheron, Frédéric Taillade, Y Jaouen, R Gabet, et al.. Two-dimensional FEM analysis of Brillouin gain spectra in acoustic guiding and acoustic antiguiding single mode optical fibers. Comsol conference, Nov 2010, France. 7p. ⟨hal-00877952⟩
Khalil Jishy, Frederic Lehmann, François Gosselin, Michel Moruzzis, Gérard Salut. Passive detection and tracking of maneuvering targets with particle filter techniques using DVBT broadcasting. EuRAD 2010 : 7th European Radar Conference, Sep 2010, Paris, France. pp.419 - 422. ⟨hal-01354753⟩
Francois Simon. Capacity of a noisy function. IEEE Information Theory Workshop (ITW 2010), Aug 2010, Dublin, Ireland. pp.1 - 5, ⟨10.1109/CIG.2010.5592779⟩. ⟨hal-01356716⟩
Jean-Pierre Delmas, Soumaya Sallem, Pascal Chevalier. Sensitiviy of SAIC and MAIC concepts to residual frequency offsets. EUSIPCO 2010 : 18th European Signal Processing Conference, Aug 2010, Aalborg, Denmark. pp.1399 - 1403. ⟨hal-01304984⟩
Ihssan Ghannoum, Christine Letrou, Gilles Beauquet. Frame based gaussian beam bouncing. EMTS 2010 : 20th URSI International Symposium on Electromagnetic Theory, Aug 2010, Berlin, Germany. pp.68-71, ⟨10.1109/URSI-EMTS.2010.5637284⟩. ⟨hal-01308276⟩
Christian Parrot, Frédérique Silber-Chaussumier, Daniel Millot, Christine Letrou, Amir Baruh, et al.. Parallelization of the multilevel fast physical optics algorithm with application to reflector antennas. APSURSI 2010 : International Symposium on Antennas and Propagation and CNC/USNC/URSI Radio Science Meeting, Jul 2010, Toronto, Canada. ⟨hal-01465749⟩
M. K. Lebedev, Vladimir B. Khaikin, Amir Boag, Christine Letrou. Optical and diffraction simulation techniques for large multibeam reflector. MSMW 2010 : 7th International Kharkov Symposium on Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves, Jun 2010, Kharkiv, Ukraine. pp.1 - 3, ⟨10.1109/MSMW.2010.5546098⟩. ⟨hal-01356714⟩
Yohan Petetin, François Desbouvries. Direct vs. indirect sequential Monte-Carlo filters. SMTDA 2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece. pp.121 - 128. ⟨hal-01306303⟩
Wojciech Pieczynski. EM and ICE in hidden and triplet Markov models. SMTDA 2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece. ⟨hal-01354803⟩
Noufel Abbassi, Wojciech Pieczynski. Long memory based approximation of filtering in non linear switching systems. SMTDA 2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece. ⟨hal-01354810⟩
Khalil Jishy, Frederic Lehmann, Michel Moruzzis, François Gosselin, Gérard Salut. Tracking maneuvering target with particle filter techniques on passive radar using FM and DVBT broadcasting signals. Radar 2010 : IEEE International Radar Conference, May 2010, Washington, United States. pp.642 - 646, ⟨10.1109/RADAR.2010.5494544⟩. ⟨hal-01354795⟩
Noémie Bardel, Noufel Abbassi, François Desbouvries, Wojciech Pieczynski, Frédéric Barbaresco. A bayesian filtering algorithm in jump Markov systems with application to track-before-detect. Radar 2010 : IEEE International Radar Conference, May 2010, Washington, United States. pp.1397 - 1402, ⟨10.1109/RADAR.2010.5494397⟩. ⟨hal-01306300⟩
Christian Parrot, Daniel Millot, Christine Letrou, Amir Boag. Scaling of the Multilevel Physical Optics parallel algorithm on a large grid. EUCAP 2010 : Proceedings of the Fourth European Conference on Antennas and Propagation, Apr 2010, Barcelone, Spain. ⟨hal-00690490⟩
Ihssan Ghannoum, Christine Letrou, Gilles Beauquet. Gaussian beam shooting algorithm based on iterative frame decomposition. 4th European Conference on Antennas and Propagation (EuCAP 2010), Apr 2010, Barcelone, Spain. ⟨hal-01356409⟩
Marc Castella, Eric Moreau. A new method for kurtosis maximization and source separation. ICASSP 2010 : 35th International Conference on Acoustics, Speech, and Signal Processing , Mar 2010, Dallas, United States. pp.2670 - 2673, ⟨10.1109/ICASSP.2010.5496250⟩. ⟨hal-01308032⟩
Lahouari Fathi, Philippe Loubaton. Downlink quality estimation in UMTS-FDD system : application to cognitive radio. ICASSP 2010 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2010, Dallas, Texas, United States. pp.3494 - 3497, ⟨10.1109/ICASSP.2010.5495946⟩. ⟨hal-01356360⟩
Jean-Pierre Delmas, Abdelkader Oukaci, Pascal Chevalier. Asymptotic distribution of GLR for impropriety of complex signals. ICASSP 2010 : 35th International Conference on Acoustics, Speech, and Signal Processing, Mar 2010, Dallas, United States. pp.3594 - 3597, ⟨10.1109/ICASSP.2010.5495920⟩. ⟨hal-01308689⟩
Frederic Lehmann. Turbo equalization of two-dimensional intersymbol interference channels using Gaussian belief propagation. ICASSP 2010 : IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2010, Dallas, United States. pp.3182 - 3185, ⟨10.1109/ICASSP.2010.5496072⟩. ⟨hal-01354805⟩
Jean-Pierre Delmas, Abdelkader Oukaci, Pascal Chevalier. Performance analysis of the GLRT-Based array receivers for the detection of a known signal corrupted by noncircular interferences. ICASSP 2010: International Conference on Acoustic Speech and Signal Processing, Mar 2010, Dallas, United States. pp.3878-3881, ⟨10.1109/ICASSP.2010.5495821⟩. ⟨hal-01126069⟩
Khalil Jishy, Frederic Lehmann, Michel Moruzzis, Gérard Salut. Particle filter algorithm for tracking manoeuvring target using FM signal. ISSPIT 2009 : IEEE International Symposium on Signal Processing and Information Technology, Dec 2009, Ajman, United Arab Emirates. pp.355 - 359, ⟨10.1109/ISSPIT.2009.5407532⟩. ⟨hal-01365916⟩
Ihssan Ghannoum, Christine Letrou, Gilles Beauquet. A Gaussian beam shooting algorithm for radar propagation simulations. RADAR 2009 : International Radar Conference 'Surveillance for a safer world', Oct 2009, Bordeaux, France. ⟨hal-00443752⟩
Christine Letrou, Amir Boag, Amir Shlivinski. Fast characterization of radiation patterns of conformal array antennas in the presence of excitation errors. RADAR 2009 : International Radar Conference "Surveillance for a safer world", Oct 2009, Bordeaux, France. pp.1 - 5. ⟨hal-00443763⟩
Marc Oudin, Jean-Pierre Delmas, Frédéric Barbaresco. Siegel distance-based covariance matrix selection for Space-Time Adaptive. RADAR 2009 : International Radar Conference "Surveillance for a safer world", Oct 2009, Bordeaux, France. ⟨hal-00444661⟩
Noémie Bardel, François Desbouvries. Exact bayesian restoration in non-gaussian Markov-switching trees. S. Co. 2009 : Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction , Sep 2009, Milan, Italy. ⟨hal-01365913⟩
Wojciech Pieczynski, François Desbouvries. Exact Bayesian smoothing in triplet switching Markov chains. S. Co. 2009 : Complex Data Modeling and Computationally Intensive Statistical Methods for Estimation and Prediction , Sep 2009, Milan, Italy. ⟨hal-01365911⟩
Noufel Abbassi, Wojciech Pieczynski. Filtrage exact partiellement non supervisé dans les modèles cachés à sauts markoviens. GRETSI 2009 : XXIIe Colloque du Groupe d'Etudes du Traitement du Signal et des Images, Sep 2009, Dijon, France. pp.1 - 4. ⟨hal-01360670⟩
Lahouari Fathi, Philippe Loubaton. Estimation de SINR pour le lien descendant de l'UMTS-FDD. XXIIe colloque GRETSI "traitement du signal et des images", Sep 2009, Dijon, France. ⟨hal-00801787⟩
Wojciech Pieczynski, F. Salzenstein. Lissage exact dans les arbres aléatoires triplets à sauts markoviens. XXIIème Colloque GRETSI, Sep 2009, Dijon, France. pp. 1-4 (http://hdl.handle.net/2042/28949). ⟨hal-00463971⟩
Wojciech Pieczynski, Noufel Abbassi. Exact filtering and smoothing in short or long memory stochastic switching systems. IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING, Sep 2009, Grenoble, France. ⟨hal-00408868⟩
Boujemaa Ait-El-Fquih, François Desbouvries. Bayesian fixed-interval smoothing algorithms in singular state-space systems. MLSP 2009 : IEEE International workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. pp.1 - 5, ⟨10.1109/MLSP.2009.5306257⟩. ⟨hal-01366530⟩
Florence Forbes, Wojciech Pieczynski. New trends in Markov models and related learning to restore data. MLSP 2009 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2009, Grenoble, France. pp.1-6, ⟨10.1109/MLSP.2009.5306255⟩. ⟨hal-00781201⟩
Pascal Chevalier, Jean-Pierre Delmas, Abdelkader Oukaci. Performance analysis of the optimal widely linear MVDR beamformer. Eusipco 2009 : 17th Europan Signal Processing Conference, Aug 2009, Glasgow, United Kingdom. pp.587 - 591. ⟨hal-01368943⟩
Frederic Lehmann. A new Bayesian approach to textured image segmentation : turbo segmentation. EUSIPCO 2009 : 17th European Signal Processing Conference, Aug 2009, Glasgow, United Kingdom. pp.1523 - 1527. ⟨hal-01365914⟩
Wojciech Pieczynski. Exact smoothing in hidden conditionally Markov switching chains. ASMDA 2009 : XIII International Conference Applied Stochastic Models and Data Analysis, Jun 2009, Vilnius Lithuania. pp.212 - 216. ⟨hal-01360396⟩
Noémie Bardel, François Desbouvries. Exact bayesian prediction in non-gaussian Markov-switching model. ASMDA 2009 : XIIIth International Conference on Applied Stochastic Models and Data Analysis, Jun 2009, Vilnius, Lithuania. pp.199 - 202. ⟨hal-01367823⟩
Yann Guermeur, Emmanuel Monfrini. Radius-margin bound on the leave-one-out error of the LLW-M-SVM. ASMDA 2009 : XIII International Conference Applied Stochastic Models and Data Analysis, Jun 2009, Vilnius, Lithuania. pp.1 - 6. ⟨hal-00471493⟩
Wojciech Pieczynski, Noufel Abbassi, Mohamed Ben Mabrouk. Exact filtering and smoothing in Markov switching systems hidden with Gaussian long memory noise. ASMDA 2009 : XIII International Conference Applied Stochastic Models and Data Analysis, Jun 2009, Vilnius, Lithuania. pp.208 - 211. ⟨hal-01360653⟩
Amir Boag, Amir Shlivinski, Christine Letrou. Multilevel array decomposition algorithm for fast statistical characterization of conformal arrays in the presence of excitation errors. APS 2009 : IEEE Antennas and Propagation Society International Symposium , Jun 2009, Charleston, Sc, United States. ⟨hal-00443795⟩
Frederic Lehmann. Blind soft-output equalization of block-oriented wireless communications. ICASSP 2009 : IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2009, Taipei, Taiwan, China. pp.2801 - 2804, ⟨10.1109/ICASSP.2009.4960205⟩. ⟨hal-01354665⟩
Pascal Chevalier, Jean-Pierre Delmas, Abdelkader Oukaci. Optimal widely linear MVDR beamforming for noncircular signals. ICASSP 2009 : IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3573 - 3576, ⟨10.1109/ICASSP.2009.4960398⟩. ⟨hal-01361058⟩
Marc Castella, Eric Moreau. A new optimization method for reference-based quadratic contrast functions in a deflation scenario. ICASSP 2009 : IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2009, Taipei, Taiwan. pp.3161 - 3164, ⟨10.1109/ICASSP.2009.4960295⟩. ⟨hal-00442763⟩
Jean-Pierre Delmas, Victor Gabillon. Asymptotic performance analysis of PCA algorithms based on the weighted subspace criterion. ICASSP 2009 : IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2009, Tapei, Taiwan. pp.3237 - 3240, ⟨10.1109/ICASSP.2009.4960314⟩. ⟨hal-00444515⟩
Ihssan Ghannoum, Christine Letrou, Gilles Beauquet. Utilisation de faisceaux gaussiens pour simuler la propagation en environnement complexe. JS '09 : Journées scientifiques d'URSI-France "Propagation et Télédétection", Mar 2009, Paris, France. pp.265-268. ⟨hal-00801775⟩
Christian Parrot, Daniel Millot, Christine Letrou, Amir Boag. A distributed memory multiLevel fast physical optics algorithm. EuCAP 2009 : 3rd European Conference on Antennas and Propagation, Mar 2009, Berlin, Germany. pp.141-144. ⟨hal-00443799⟩
Marc Castella, Eric Moreau. Reference based contrast functions in a semi-blind context. ICA 2009 : 8th International Conference on Independent Component Analysis and Signal Separation, Mar 2009, Paraty, Brazil. pp.9 - 16, ⟨10.1007/978-3-642-00599-2_2⟩. ⟨hal-00442759⟩
Randal Douc, Aurélien Garivier, Éric Moulines, Jimmy Olsson. Approximation particulaire par FFBS de la loi de lissage pour des HMM dans des espaces d'états généraux. 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France. ⟨inria-00386750⟩
François Desbouvries, Boujemaa Ait-El-Fquih. Direct, prediction-based and smoothing-based particle filter algorithms. IASC 2008 : 4th World Conference of the International Association for Statistical Computing, Dec 2008, Yokohama, Japan. pp.384 - 393. ⟨hal-01375570⟩
Wojciech Pieczynski. Exact calculation of optimal filter in semi-Markov switching model. IASC '08 : Joint 4th World Conference of the IASC and 6th of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis, Dec 2008, Yokohama, Japan. pp.1-8. ⟨hal-00796636⟩
Jérôme Lapuyade-Lahorgue, Wojciech Pieczynski. Unsupervised segmentation of non-stationary hidden Markov chains with copulas. IASC '08 : Joint 4th World Conference of the IASC and 6th of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis, Dec 2008, Yokohama, Japan. pp.1-10. ⟨hal-00796663⟩
François Desbouvries, Boujemaa Ait-El-Fquih. Direct versus prediction-based particle filter algorithms. MLSP 2008 : IEEE International Workshop on Machine Learning for Signal Processing, Oct 2008, Cancún, Mexico. pp.303 - 308, ⟨10.1109/MLSP.2008.4685497⟩. ⟨hal-01394346⟩
Noufel Abbassi, Wojciech Pieczynski. Exact filtering in semi-Markov jumping system. ICCMSE 2008 : 6th International Conference of Computational Methods in Sciences and Engineering, Sep 2008, Hersonissos, Greece. ⟨10.1063/1.3225273⟩. ⟨hal-01394350⟩
Wojciech Pieczynski. Pairwise and uniformly hidden Markov fields. ICCMSE '08 : Sixth International Conference of Computational Methods in Sciences and Engineering, Sep 2008, Hersonissos, Crete, Greece. pp.193. ⟨hal-00796763⟩
Ihssan Ghannoum, Christine Letrou. A Gaussian beam re-expansion scheme for fast physical simulations in large environments. URSI General Assembly 2008, Aug 2008, Chicago, United States. ⟨hal-01373720⟩
Amir Shlivinski, Christine Letrou, Amir Boag. Multilevel time domain physical optics for non linear scattering. URSI 2008: 29th General Assembly of the International Union of Radio Science, Aug 2008, Chicago, United States. pp.1 - 4. ⟨hal-01374616⟩
Amir Shlivinski, Christine Letrou, Amir Boag. Fast time domain physical optics for the analysis of non linear phenomena in large reflector antennas. URSI 2008 : IEEE International Symposium on Antennas and Propagation and USNC/URSI National Radio Science Meeting, Jul 2008, San Diego, CA, United States. ⟨hal-01393869⟩
Wojciech Pieczynski. Exact Calculation of Optimal Filter in Hidden Markov Switching Long-Memory Chain. International Conference on Mathematics and Statistics (ICMS 2009), Jun 2008, Athènes, Greece. pp.1-10. ⟨hal-00403154⟩
Francisco I. Hirata-Flores, Muriel Muller, Yang Ni, Roger Lamberti, Charbel Saber, et al.. CMOS implementation for a low power TR-UWB receiver based on TDSC method : technology vs signal specifications. COMM 2008 : 7th International Conference Communications, Jun 2008, Bucharest, Romania. pp.167 - 170. ⟨hal-01380980⟩
Charbel Saber, Roger Lamberti, Claude Gimenes, Muriel Muller, Francisco I. Hirata-Flores. Fast synchronization for the TDSC-UWB receiver in multiuser environments. COMM 2008 : 7th International Conference Communications 2008, Jun 2008, Bucharest, Romania. pp.57 - 60. ⟨hal-01395256⟩
Marc Oudin, Jean-Pierre Delmas, Claude Adnet, Frédéric Barbaresco. Beamspace post-Doppler STAP in ground-based rotating radar systems. RadarCon 2008 : IEEE Radar Conference, May 2008, Rome, Italy. pp.1 - 6, ⟨10.1109/RADAR.2008.4720940⟩. ⟨hal-01378743⟩
Marc Oudin, Jean-Pierre Delmas. Asymptotic generalized eigenvalue distribution of Toeplitz block Toeplitz matrices. ICASSP 2008: IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.3309 - 3312, ⟨10.1109/ICASSP.2008.4518358⟩. ⟨hal-01395300⟩
Boujemaa Ait-El-Fquih, François Desbouvries. A new particle filtering algorithm with structurally optimal importance function. ICASSP 2008 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.3413 - 3416, ⟨10.1109/ICASSP.2008.4518384⟩. ⟨hal-01393479⟩
Alberto Gaspar Guimaraes, Boujemaa Ait-El-Fquih, François Desbouvries. A fixed-lag particle smoothing algorithm for the blind turbo equalization of time-varying channels. ICASSP 2008 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.2917 - 2920, ⟨10.1109/ICASSP.2008.4518260⟩. ⟨hal-01378683⟩
Jean-Pierre Delmas, Habti Abeida. On the degree of second-order non-circularity of complex random variables. ICASSP 2008 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.3905 - 3908, ⟨10.1109/ICASSP.2008.4518507⟩. ⟨hal-01378730⟩
Amir Shlivinski, Christine Letrou, Amir Boag. Fast time domain physical optics for non linear scattering. EuCAP 2007 : 2nd European Conference on Antennas and Propagation, Nov 2007, Edinburgh, United Kingdom. pp.1 - 6. ⟨hal-01327889⟩
Boujemaa Ait-El-Fquih, François Desbouvries. Exact and approximate bayesian smoothing algorithms in partially observed Markov chains. 2006 IEEE Nonlinear Statistical Signal Processing Workshop (NSSPW), Sep 2006, Cambridge, France. pp.148-151, ⟨10.1109/NSSPW.2006.4378841⟩. ⟨hal-04415380⟩
Boujemaa Ait-El-Fquih, François Desbouvries. Bayesian Smoothing Algorithms in Partially Observed Markov Chains. Bayesian Inference and Maximum Entropy Methods In Science and Engineering, Jul 2006, Paris, France. pp.339-346, ⟨10.1063/1.2423292⟩. ⟨hal-04415416⟩
François Desbouvries. Entropy Computation in Partially Observed Markov Chains. Bayesian Inference and Maximum Entropy Methods In Science and Engineering, MaxEnt, Jul 2006, Paris, France. pp.355-357, ⟨10.1063/1.2423294⟩. ⟨hal-04415402⟩
B.A. El Fquih, François Desbouvries. Unsupervised Signal Restoration in Partially Observed Markov Chains. 2006 IEEE International Conference on Acoustics Speed and Signal Processing, IEEE, May 2006, Toulouse, France. pp.III-13-III-16, ⟨10.1109/ICASSP.2006.1660578⟩. ⟨hal-04415440⟩
Boujemaa Ait El Fquih, François Desbouvries. Filtrages de Kalman et particulaire dans les Chaînes de Markov Triplet. Gretsi, Sep 2005, Louvain-la-Neuve, Belgique. ⟨hal-04415456⟩
Habti Abeida, Jean-Pierre Delmas. Bornes de Cramer Rao de DOA pour signaux BPSK et QPSK en présence de bruit non uniforme. Gretsi 2005 : 20e colloque GRETSI sur le traitement du signal et des images, Sep 2005, Louvain La Neuve, Belgique. ⟨hal-00446602⟩
Habti Abeida, Jean-Pierre Delmas. Asymptotically minimum variance estimator in the singular case. EUSIPCO 2005 : 13th European Signal Processing Conference, Sep 2005, Antalya, Turkey. ⟨hal-00446573⟩
B. Ait-El-Fquih, François Desbouvries. Bayesian smoothing algorithms in pairwise and triplet markov chains. 2005 IEEE workshop on Statistical Signal Processing (SSP), IEEE, Jul 2005, Bordeaux, France. pp.721-726, ⟨10.1109/SSP.2005.1628688⟩. ⟨hal-04415465⟩
Wojciech Pieczynski, François Desbouvries. On Triplet Markov Chains. ASMDA, May 2005, Brest, France. ⟨hal-04415484⟩
Boujemaa Ait El Fquih, François Desbouvries. Kalman Filtering for Triplet Markov Chains : Applications and Extensions. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., Mar 2005, Philadelphia, France. pp.685-688, ⟨10.1109/ICASSP.2005.1416101⟩. ⟨hal-04415489⟩
François Desbouvries, Jean Lecomte. MULTISCALE BAYESIAN ESTIMATION IN PAIRWISE MARKOV TREES. European Signal Processing Conference (Eusipco), Sep 2004, Vienna (Austria), Austria. ⟨hal-04415515⟩
Emmanuel Monfrini, Jean Lecomte, François Desbouvries, Wojciech Pieczynski. IMAGE AND SIGNAL RESTORATION USING PAIRWISE MARKOV TREES. IEEE Workshop on Statistical Signal Processing, 2003, IEEE, Sep 2003, St. Louis, United States. pp.174-177, ⟨10.1109/SSP.2003.1289372⟩. ⟨hal-04415528⟩
François Desbouvries, Wojciech Pieczynski. PARTICLE FILTERING IN PAIRWISE AND TRIPLET MARKOV CHAINS. IEEE - EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP 2003), IEEE & EURASIP, Jun 2003, Grado-Gorizia, Italy. ⟨hal-04415536⟩
W. Pieczynski, François Desbouvries. Kalman filtering using pairwise Gaussian models. International Conference on Acoustics, Speech and Signal Processing (ICASSP'03), IEEE, Apr 2003, Hong Kong, China. pp.VI-57-60, ⟨10.1109/ICASSP.2003.1201617⟩. ⟨hal-04415546⟩
François Desbouvries, W. Pieczynski. Particle filtering with pairwise Markov processes. International Conference on Acoustics, Speech and Signal Processing (ICASSP'03), IEEE, Apr 2003, Hong Kong, China. pp.VI-705-8, ⟨10.1109/ICASSP.2003.1201779⟩. ⟨hal-04415543⟩
Wrya Muhammad, Emmanuèle Grosicki, Karim Abed-Meraim, Jean-Pierre Delmas, François Desbouvries. UPLINK VERSUS DOWNLINK WIRLESS MOBILE POSITIONING IN UMTS CELLULAR RADIO SYSTEMS. European Signal Processing Conference (EUSIPCO'02), EURASIP, Sep 2002, Toulouse, France. ⟨hal-04415556⟩
François Desbouvries. Geometrical aspects of linear prediction algorithms. International Symposium on the Mathematical Theory of Networks and Systems (MTNS 2000), Jun 1999, Perpignan, France. ⟨hal-04415562⟩
François Desbouvries, Inbar Fijalkow, Philippe Loubaton. On the identification of certain noisy MA models. International Symposium on the Mathematical Theory of Networks and Systems (MTNS'96), Jun 1996, Saint Louis (MO), United States. ⟨hal-04415746⟩
François Desbouvries. A rotation-based algorithm for computing reflection coefficients. European Conference on Circuit Theory and Design (ECCTD), Aug 1993, Davos (Suisse), Switzerland. ⟨hal-04415754⟩
François Desbouvries, Claude Gueguen. Time-varying 9ranks and associated inversion algorithms. International Workshop on Algorithms and Parallel VLSI Architectures, Jun 1990, Pont à Mousson (France), France. ⟨hal-04415787⟩

Poster de conférence1 document

Roland Lamberti, Thomas Durier, Frederic Lehmann, Yohan Petetin, Dominique Maltese. Track-before-detect and PHD filter for multi-object tracking in infrared image sequences. SENSO 2014 : Sensors, Energy harvesting, wireless Network and Smart Objects, Oct 2014, Gardanne, France. ⟨hal-01332943⟩

Proceedings/Recueil des communications1 document

Max Cohen, Guillaume Quispe, Sylvain Le Corff, Charles Ollion, Eric Moulines. Diffusion bridges vector quantized Variational AutoEncoders. International Conference on Machine Learning, 39, 2022. ⟨hal-03559417v2⟩

Ouvrages (y compris édition critique et traduction)2 document

Randal Douc, Eric Moulines, Pierre Priouret, Philippe Soulier. Markov chains. Springer, pp.757, 2018, Operation research and financial engineering, Operation research and financial engineering, 978-3-319-97703-4. ⟨10.1007/978-3-319-97704-1⟩. ⟨hal-02022651⟩
Randal Douc, Éric Moulines, David Stoffer. Nonlinear time series : theory, methods and applications with R examples. Chapman et Hall - CRC Press, 2014, Texts in statistical science, Texts in statistical science, 978-1-466-50225-3. ⟨hal-01263245⟩

Chapitres d'ouvrage14 document

Jean-Pierre Delmas, Habti Abeida. Performance analysis of subspace-based algorithms in CES data models. Elliptically symmetric distributions in Signal Processing, 2024, 978-3-031-52116-4. ⟨10.1007/978-3-031-52116-4_7⟩. ⟨hal-04220100⟩
Jean-Pierre Delmas. Background on real and complex elliptically symmetric distributions. Springer. Elliptically symmetric distributions in Signal Processing, Springer Cham, 2024, ⟨10.1007/978-3-031-52116-4_1⟩. ⟨hal-04217510⟩
Jean-Pierre Delmas. Performance bounds and statistical analysis of DOA estimation. Array and statistical signal processing,, 3, Elsevier, pp.719 - 764, 2015, Academic Press library in signal processing, 978-0-12-411597-2. ⟨10.1016/B978-0-12-411597-2.00016-3⟩. ⟨hal-01285947v2⟩
Marc Castella, Eric Moreau, Vicente Zarzoso. A survey of kurtosis optimization schemes for MISO source separation and equalization. Chatterjee; Amitava and Nobahari; Hadi and Siarry; Patrick. Advances in Heuristic Signal Processing and Applications, Springer, pp.183-217, 2013, 978-3-642-37879-9. ⟨10.1007/978-3-642-37880-5_9⟩. ⟨hal-00856835⟩
Wojciech Pieczynski. Exact calculation of optimal filters in hidden Markov switching long-memory chain. Essays on mathematics and statistics : Volume 3, ATINER, pp.193-202, 2013, 978-960-9549-34-9. ⟨hal-00842389⟩
Jorge Arturo Pardiñas-Mir, Muriel Muller, Roger Lamberti, Claude Gimenes. Experimental detection and synchronisation validation for a TR-UWB system based on the Time Delayed Sampling and Correletion scheme. E-Business and Telecommunications : International Joint Conference, ICETE 2011, Seville, Spain, July 18-21, 2011, Revised Selected Paper, 314, Springer-Verlag pp.477 - 491, 2012, Communications in Computer and Information Science, 978-3-642-35754-1. ⟨10.1007/978-3-642-35755-8_34⟩. ⟨hal-01262795⟩
Jean-Pierre Delmas. Subspace tracking for signal processing. Adaptive signal processing : next generation solutions, Wiley-IEEE Press, pp.211 - 270, 2010, 978-0-470-19517-8. ⟨hal-01320647v2⟩
Wojciech Pieczynski. Triplet Markov chains and image segmentation. Inverse problems in vision and 3D tomography, iSTE;WILEY, pp.123-153, 2010, 978-1-84821-172-8. ⟨10.1002/9781118603864.ch4⟩. ⟨hal-00830288⟩
Phillip Regalia. Turbo equalization. Adaptive signal processing : next generation solutions, John Wiley & Sons, Inc, pp.143-210, 2010, Adaptive and Learning Systems for Signal Processing, Communications, and Control, 9780470195178. ⟨10.1002/9780470575758.ch3⟩. ⟨hal-00801826⟩
Wojciech Pieczynski. Chaînes de Markov triplets et segmentation des images. Problèmes inverses en imagerie et vision, Hermès-Lavoisier, pp.127-159, 2009, IC2 : Série Traitement du Signal et de l'Image, 978-2-7462-1998-4. ⟨hal-00801932⟩
Phillip Regalia, Richard Le Borne. Numerical stability properties. QRD-RLS adaptive filtering, Springer, pp.1-29, 2009, 978-0-387-09733-6. ⟨10.1007/978-0-387-09734-3_8⟩. ⟨hal-00801872⟩
Charbel Saber, Roger Lamberti, Claude Gimenes. Synchronization solution for the TDSC-UWB detection method. Novel algorithms and techniques in telecommunications, automation and industrial electronics, Springer Science, pp.311 - 316, 2008, 978-1-4020-8736-3. ⟨10.1007/978-1-4020-8737-0_56⟩. ⟨hal-01373063⟩
Jean-Pierre Delmas, Habti Abeida. DOA estimation for noncircular signals : performance bounds and algorithms. Advances in direction-of-arrival estimation, Artech House, pp.161 - 190, 2006, 978-1-59693-004-9. ⟨hal-01331212⟩
Jean-Pierre Delmas, Jean-Marc Brossier, François Michaut. Algorithmes adaptatifs : méthodes générales (Chapitre 3). Filtrage adaptatif. Théorie et algorithmes, Hermes Science Publications, 2005, Traité IC2, série Signal et image, ISBN-10 ‏ : ‎ 2746211742. ISBN-13 ‏ : ‎ 978-2746211742. ⟨hal-03764555⟩

Pré-publications, Documents de travail25 document

Lorenzo Ortega, Stefano Fortunati. Robust semiparametric efficient estimator for time delay and Doppler estimation. 2024. ⟨hal-04805170⟩
Xavier Erny. Generators of measure-valued jump diffusions and convergence rate of diffusive mean-field models. 2024. ⟨hal-04505325v2⟩
Xavier Erny. Generators of measure-valued jump diffusions and convergence rate of diffusive mean-field models. 2024. ⟨hal-04609756v2⟩
Sholom Schechtman. The gradient’s limit of a definable family of functions is a conservative set-valued field. 2024. ⟨hal-04452981⟩
Chiara Amorino, Arnaud Gloter, Hélène Halconruy. Evolving privacy: drift parameter estimation for discretely observed i.i.d. diffusion processes under LDP. 2024. ⟨hal-04428663⟩
Max Cohen, Maurice Charbit, Sylvain Le Corff, Marius Preda, Gilles Nozière. End-to-end deep metamodeling to calibrate and optimize energy loads. 2024. ⟨hal-04389250⟩
Max Cohen, Sylvain Le Corff, Maurice Charbit, Marius Preda, Gilles Nozière. End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort. 2024. ⟨hal-04389228⟩
Pascal Chevalier, Jean-Pierre Delmas, Roger Lamberti. New insights into widely linear MMSE receivers for communication networks using data-like rectilinear or quasi-rectilinear signals -Part I: one and two-inputs receivers. 2023. ⟨hal-04268020v2⟩
Pascal Chevalier, Jean-Pierre Delmas, Roger Lamberti. New insights into widely linear MMSE receivers for communication networks using data-like rectilinear or quasi-rectilinear signals -Part II: three-inputs receivers. 2023. ⟨hal-04272669v2⟩
Wojciech Pieczynski. On marginal markovianity in gaussian pairwise Markov models. 2023. ⟨hal-04296719⟩
Evgenii Chzhen, Sholom Schechtman. SignSVRG: fixing signSGD via variance reduction. 2023. ⟨hal-04112556⟩
Randal Douc, Sylvain Le Corff. Asymptotic convergence of iterative optimization algorithms. 2023. ⟨hal-04000741⟩
Gabriel Victorino Cardoso, Yazid Janati, Sylvain Le Corff, Éric Moulines, Jimmy Olsson. State and parameter learning with PARIS particle Gibbs. 2023. ⟨hal-03919565⟩
Hugo Gangloff, Katherine Morales, Yohan Petetin. Chaînes de Markov cachées à bruit généralisé. 2022. ⟨hal-03698101⟩
Alain Durmus, Aurélien Enfroy, Éric Moulines, Gabriel Stoltz. Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics. 2021. ⟨hal-03333501⟩
Katherine Morales, Yohan Petetin. Variational Bayesian inference for pairwise Markov models. 2021. ⟨hal-03237172⟩
Jean Ollion, Charles Ollion, Elisabeth Gassiat, Luc Lehéricy, Sylvain Le Corff. Joint self-supervised blind denoising and noise estimation. 2021. ⟨hal-03140686⟩
Hugo Gangloff, Katherine Morales, Yohan Petetin. A GENERAL PARAMETRIZATION FRAMEWORK FOR PAIRWISE MARKOV MODELS: AN APPLICATION TO UNSUPERVISED IMAGE SEGMENTATION. 2021. ⟨hal-03181237v2⟩
Alice Martin, Charles Ollion, Florian Strub, Sylvain Le Corff, Olivier Pietquin. The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction. 2020. ⟨hal-02896961v2⟩
Nicolas Aussel, Sophie Chabridon, Yohan Petetin. Combining federated and active learning for communication-efficient distributed failure prediction in aeronautics. 2019. ⟨hal-02446200⟩
Jean-Baptiste Courbot, Vincent Mazet, Emmanuel Monfrini, Christophe Collet. Pairwise Markov fields for segmentation in astronomical hyperspectral images. 2019. ⟨hal-02010449⟩
Kamélia Daudel, Randal Douc, François Portier, François Roueff. The $f$-divergence expectation iteration scheme. 2019. ⟨hal-02298857⟩
Wojciech Pieczynski, Stéphane Derrode, Ivan Gorynin, Emmanuel Monfrini. Triplet Markov models and fast smoothing in switching systems. 2018. ⟨hal-01864473⟩
Randal Douc, Eric Moulines, Jimmy Olsson, Ramon van Handel. Consistency of the Maximum Likelihood Estimator for general hidden Markov models. 2009. ⟨hal-00442774⟩
Randal Douc, Aurélien Garivier, Éric Moulines, Jimmy Olsson. On the Forward Filtering Backward Smoothing particle approximations of the smoothing distribution in general state spaces models. 2009. ⟨hal-00370685⟩

Thèses29 document

Fakher Sagheer. Bayesian statistical methods for joint user activity detection, channel estimation, and data decoding in dynamic wireless networks. Statistics [math.ST]. Institut Polytechnique de Paris, 2024. English. ⟨NNT : 2024IPPAS024⟩. ⟨tel-04874844⟩
Elouan Argouarc H. Contributions to posterior learning for likelihood-free Bayesian inference. Mathematics [math]. Institut Polytechnique de Paris; Kawasaki, 2024. English. ⟨NNT : 2024IPPAS021⟩. ⟨tel-04849628⟩
Katherine Tania Morales Quinga. Generative Markov models for sequential bayesian classification. Mathematics [math]. Institut Polytechnique de Paris, 2024. English. ⟨NNT : 2024IPPAS019⟩. ⟨tel-04727665⟩
Ibrahim Djemai. Joint offloading-scheduling policies for future generation wireless networks. Mobile Computing. Institut Polytechnique de Paris, 2024. English. ⟨NNT : 2024IPPAS007⟩. ⟨tel-04861137⟩
Yazid Janati. Monte Carlo Methods for Machine Learning : Practical and Theoretical Contributions for Importance Sampling and Sequential Methods. Mathematics [math]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS008⟩. ⟨tel-04574845⟩
Nickson Mwamsojo. Neuromorphic photonic systems for information processing. Other. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS002⟩. ⟨tel-04136850⟩
Clément Fernandes. Chaînes de Markov triplets et segmentation non supervisée d'images. Mathématique discrète [cs.DM]. Institut Polytechnique de Paris, 2022. Français. ⟨NNT : 2022IPPAS019⟩. ⟨tel-03952646⟩
Elie Azeraf. Classification avec des modèles probabilistes génératifs et des réseaux de neurones. Applications au traitement des langues naturelles. Réseau de neurones [cs.NE]. Institut Polytechnique de Paris, 2022. Français. ⟨NNT : 2022IPPAS011⟩. ⟨tel-03880848⟩
Aurélien Enfroy. Contributions to the design, study and implementation of Markov chain Monte Carlo methods applied to Bayesian inference. Computational Geometry [cs.CG]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS012⟩. ⟨tel-03752067⟩
Alice Martin. Deep learning models and algorithms for sequential data problems : applications to language modelling and uncertainty quantification. Computation and Language [cs.CL]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS007⟩. ⟨tel-03714980⟩
Achille Salaün. Prédiction d'alarmes dans les réseaux via la recherche de motifs spatio-temporels et l'apprentissage automatique. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2021. Français. ⟨NNT : 2021IPPAS010⟩. ⟨tel-03288810⟩
Hugo Gangloff. Probabilistic models for image processing: applications in vascular surgery. Medical Imaging. Université de Strasbourg, 2020. English. ⟨NNT : ⟩. ⟨tel-03147834⟩
Roland Lamberti. Contributions aux méthodes de Monte Carlo et leur application au filtrage statistique. Traitement du signal et de l'image [eess.SP]. Université Paris Saclay (COmUE), 2018. Français. ⟨NNT : 2018SACLL007⟩. ⟨tel-01977917⟩
Mustapha Sadok. Exploitation de la non-circularité pour les transmissions et l'écoute passive. Traitement du signal et de l'image [eess.SP]. Institut National des Télécommunications, 2017. Français. ⟨NNT : 2017TELE0019⟩. ⟨tel-01721582v2⟩
Fabien Arlery. Formes d’ondes MSPSR, traitements et performances associés. Traitement du signal et de l'image [eess.SP]. Institut National des Télécommunications, 2017. Français. ⟨NNT : 2017TELE0005⟩. ⟨tel-01688050⟩
Florian Maire. Détection et classification de cibles multispectrales dans l'infrarouge. Mathématiques générales [math.GM]. Institut National des Télécommunications, 2014. Français. ⟨NNT : 2014TELE0007⟩. ⟨tel-00997684⟩
Mohamed El Yazid Boudaren. Modèles graphiques évidentiels. Autre. Institut National des Télécommunications; Université des Sciences et de la Technologie Houari-Boumediène (Algérie), 2014. Français. ⟨NNT : 2014TELE0001⟩. ⟨tel-01004504⟩
Yohan Petetin. Algorithmes de restauration bayésienne mono- et multi-objets dans des modèles markoviens. Mathématiques générales [math.GM]. Institut National des Télécommunications, 2013. Français. ⟨NNT : 2013TELE0032⟩. ⟨tel-00939083⟩
Igor Francisco Arias Lopez. Modélisation d'antennes et de systèmes focaux par décomposition sur une famille de faisceaux gaussiens. Autre [cs.OH]. Institut National des Télécommunications, 2013. Français. ⟨NNT : 2013TELE0019⟩. ⟨tel-00879791⟩
Soumaya Sallem. Traitements de réception mono et multi-antennes de signaux rectilignes ou quasi-rectilignes en présence de multitrajets de propagation. Mathématiques générales [math.GM]. Institut National des Télécommunications, 2012. Français. ⟨NNT : 2012TELE0054⟩. ⟨tel-00814611⟩
Jorge Arturo Pardiñas-Mir. Contribution à l'étude de la détection des signaux UWB. Etude et implémentation d'un récepteur ad hoc multicapteurs. Applications indoor de localisation. Economies et finances. Institut National des Télécommunications, 2012. Français. ⟨NNT : 2012TELE0052⟩. ⟨tel-00814663⟩
Cyrille Dubarry. Méthodes de lissage et d'estimation dans des modèles à variables latentes par des méthodes de Monte-Carlo séquentielles. Mathématiques générales [math.GM]. Institut National des Télécommunications, 2012. Français. ⟨NNT : 2012TELE0040⟩. ⟨tel-00762243⟩
Selwa Rafi. Chaînes de Markov cachées et séparation non supervisée de sources. Mathématiques générales [math.GM]. Institut National des Télécommunications, 2012. Français. ⟨NNT : 2012TELE0020⟩. ⟨tel-00995414⟩
Noufel Abbassi. Chaînes de Markov triplets et filtrage optimal dans les systemes à sauts. Architecture, aménagement de l'espace. Institut National des Télécommunications, 2012. Français. ⟨NNT : 2012TELE0018⟩. ⟨tel-00873630⟩
Mohamed Ben Mabrouk. Modèles de Markov triplets en restauration des signaux. Mathématiques générales [math.GM]. Institut National des Télécommunications, 2011. Français. ⟨NNT : 2011TELE0014⟩. ⟨tel-00694128⟩
Khalil Jishy. Pistage de cibles manoeuvrantes en radar passif par filtrage à particules gaussiennes. Autre [cs.OH]. Institut National des Télécommunications, 2011. Français. ⟨NNT : 2011TELE0010⟩. ⟨tel-00697130⟩
Abdelkader Oukaci. Beamforming et détection pour signaux non circulaires et/ou non gaussiens (algorithmes et performance). Autre. Institut National des Télécommunications, 2010. Français. ⟨NNT : 2010TELE0029⟩. ⟨tel-00612333⟩
Ihssan Ghannoum. Etudes d'outils de calcul de propagation radar en milieu complexe (milieu urbain, présence de multi-trajets) par des techniques de lancer de faisceaux Gaussiens. Autre. Institut National des Télécommunications, 2010. Français. ⟨NNT : 2010TELE0018⟩. ⟨tel-00586362⟩
Jérôme Lapuyade-Lahorgue. Sur diverses extensions des chaînes de Markov cachées avec application au traitement des signaux radar. Mathématiques [math]. Institut National des Télécommunications, 2008. Français. ⟨NNT : ⟩. ⟨tel-00473711⟩

Habilitations à diriger des recherches1 document

Yohan Petetin. Generative models for times series data. Statistiques [math.ST]. Institut polytechnique de Paris, 2023. ⟨tel-04414619⟩

Modifié le 10 janvier 2025

Département CITI

Communications, Images et Traitement de l'Information

Actualités

Partenariats

Pôle de compétitivité

Contact

Contact

Disciplines

Mots-clefs

Auteurs

Auteurs de la structure

Revues

Année de production

Institutions

Laboratoires

Départements

Équipes de recherche

Articles dans une revue272 document

Communications dans un congrès251 document

Poster de conférence1 document

Proceedings/Recueil des communications1 document

Ouvrages (y compris édition critique et traduction)2 document

Chapitres d'ouvrage14 document

Pré-publications, Documents de travail25 document

Thèses29 document

Habilitations à diriger des recherches1 document

TELECOM SUDPARIS