Structured Variational Bayesian Inference for Gaussian State-Space Models With Regime Switching
Petetin, Yohan, Janati, Yazid, Desbouvries, Francois
Published in IEEE signal processing letters (01.01.2021)
Published in IEEE signal processing letters (01.01.2021)
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Journal Article
Bayesian Multi-Object Filtering for Pairwise Markov Chains
Petetin, Yohan, Desbouvries, Francois
Published in IEEE transactions on signal processing (01.09.2013)
Published in IEEE transactions on signal processing (01.09.2013)
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Journal Article
Bayesian Conditional Monte Carlo Algorithms for Nonlinear Time-Series State Estimation
Petetin, Yohan, Desbouvries, Francois
Published in IEEE transactions on signal processing (15.07.2015)
Published in IEEE transactions on signal processing (15.07.2015)
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Journal Article
A Class of Fast Exact Bayesian Filters in Dynamical Models With Jumps
Petetin, Yohan, Desbouvries, Francois
Published in IEEE transactions on signal processing (15.07.2014)
Published in IEEE transactions on signal processing (15.07.2014)
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Journal Article
Independent Resampling Sequential Monte Carlo Algorithms
Lamberti, Roland, Petetin, Yohan, Desbouvries, Francois, Septier, Francois
Published in IEEE transactions on signal processing (15.10.2017)
Published in IEEE transactions on signal processing (15.10.2017)
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Journal Article
Semi-Independent Resampling for Particle Filtering
Lamberti, Roland, Petetin, Yohan, Desbouvries, Francois, Septier, Francois
Published in IEEE signal processing letters (01.01.2018)
Published in IEEE signal processing letters (01.01.2018)
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Journal Article
Marginalized particle PHD filters for multiple object Bayesian filtering
Petetin, Yohan, Morelande, Mark, Desbouvries, Francois
Published in IEEE transactions on aerospace and electronic systems (01.04.2014)
Published in IEEE transactions on aerospace and electronic systems (01.04.2014)
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Journal Article
Direct, prediction- and smoothing-based Kalman and particle filter algorithms
Desbouvries, François, Petetin, Yohan, Ait-El-Fquih, Boujemaa
Published in Signal processing (01.08.2011)
Published in Signal processing (01.08.2011)
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Journal Article
Exact Bayesian estimation in constrained Triplet Markov Chains
Petetin, Yohan, Desbouvries, Francois
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
Published in 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2014)
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Conference Proceeding
Fixed-Interval Kalman Smoothing Algorithms in Singular State–Space Systems
Ait-El-Fquih, Boujemaa, Desbouvries, François
Published in Journal of signal processing systems (01.12.2011)
Published in Journal of signal processing systems (01.12.2011)
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Journal Article
A fixed-lag particle smoother for blind SISO equalization of time-varying channels
Guimaraes, A., Ait-El-Fquih, B., Desbouvries, F.
Published in IEEE transactions on wireless communications (01.02.2010)
Published in IEEE transactions on wireless communications (01.02.2010)
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Journal Article
Particle filters with independent resampling
Lamberti, Roland, Petetin, Yohan, Septier, Francois, Desbouvries, Francois
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Exact Bayesian Prediction in a Class of Markov-switching Models
Bardel, Noémie, Desbouvries, François
Published in Methodology and computing in applied probability (01.03.2012)
Published in Methodology and computing in applied probability (01.03.2012)
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Journal Article
Optimal SIR algorithm vs. fully adapted auxiliary particle filter: A matter of conditional independence
Desbouvries, Francois, Petetin, Yohan, Monfrini, Emmanuel
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
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Conference Proceeding
Kalman filtering in pairwise Markov trees
Desbouvries, François, Lecomte, Jean, Pieczynski, Wojciech
Published in Signal processing (01.05.2006)
Published in Signal processing (01.05.2006)
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Journal Article