Francois Septier
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Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking
L Mihaylova, AY Carmi, F Septier, A Gning, SK Pang, S Godsill
Digital Signal Processing 25, 1-16, 2014
α-stable Interference Modeling and Cauchy Receiver for an IR-UWB ad hoc Network
H El Ghannudi, L Clavier, N Azzaoui, F Septier, P Rolland
Communications, IEEE Transactions on 58 (6), 1748-1757, 2010
On MCMC-based particle methods for Bayesian filtering: Application to multitarget tracking
F Septier, SK Pang, A Carmi, S Godsill
2009 3rd IEEE International Workshop on Computational Advances in Multi …, 2009
The Gaussian mixture MCMC particle algorithm for dynamic cluster tracking
A Carmi, F Septier, SJ Godsill
Automatica 48 (10), 2454-2467, 2012
Langevin and Hamiltonian based Sequential MCMC for Efficient Bayesian Filtering in High-dimensional Spaces
F Septier, GW Peters
IEEE Journal of Selected Topics in Signal Processing 10 (2), 312-327, 2016
Counting Public Transport Passenger Using WiFi Signatures of Mobile Devices
TA Myrvoll, JE Hakegard, T Matsui, F Septier
IEEE 20th International Conference on Intelligent Transportation Systems ITSC, 2017
An adaptive Bayesian inference algorithm to estimate the parameters of a hazardous atmospheric release
H Rajaona, F Septier, P Armand, Y Delignon, C Olry, A Albergel, ...
Atmospheric Environment 122, 748-762, 2015
Efficient sequential Monte-Carlo samplers for Bayesian inference
TLT Nguyen, F Septier, GW Peters, Y Delignon
IEEE Transactions on Signal Processing 64 (5), 1305-1319, 2015
Bayesian Compressive Sensing Approaches for Direction of Arrival Estimation with Mutual Coupling Effects
M Hawes, L Mihaylova, F Septier, S Godsill
IEEE Transactions on Antennas and Propagation 65 (3), 1357-1368, 2017
Monte Carlo methods for channel, phase noise, and frequency offset estimation with unknown noise variances in OFDM systems
F Septier, Y Delignon, A Menhaj-Rivenq, C Garnier
IEEE Transactions on Signal Processing 56 (8), 3613-3626, 2008
A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks
TLT Nguyen, F Septier, H Rajaona, G Peters, I Nevat, Y Delignon
Estimation of Spatially Correlated Random Fields in Heterogeneous Wireless Sensor Networks
I Nevat, G Peters, F Septier, T Matsui
IEEE Transactions on Signal Processing 63 (10), 2597-2609, 2015
Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks with Stochastic Energy Harvesting
P Zhang, I Nevat, GW Peters, F Septier, M Osborne
IEEE Transactions on Signal Processing, 2018
Tracking of coordinated groups using marginalised MCMC-based particle algorithm
F Septier, SK Pang, S Godsill, A Carmi
2009 IEEE Aerospace conference, 1-11, 2009
Spherical Sliced-Wasserstein
C Bonet, P Berg, N Courty, F Septier, L Drumetz, MT Pham
arXiv preprint arXiv:2206.08780, 2022
Location of Things: Geospatial Tagging for IoT Using Time-of-Arrival
I Nevat, GW Peters, K Avnit, F Septier, L Clavier
IEEE Transactions on Signal and Information Processing over Networks 2 (2 …, 2016
Efficient gradient flows in sliced-wasserstein space
C Bonet, N Courty, F Septier, L Drumetz
Transactions on Machine Learning Research, 2022
An Overview of Recent Advances in Monte-Carlo Methods for Bayesian Filtering in High-Dimensional Spaces
F Septier, GW Peters
Theoretical Aspects of Spatial-Temporal Modeling, 31-61, 2015
Independent Resampling Sequential Monte Carlo Algorithms
R Lamberti, Y Petetin, F Desbouvries, F Septier
IEEE Transactions on Signal Processing, 2017
Printer identification from micro-metric scale printing
TQ Nguyen, Y Delignon, L Chagas, F Septier
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
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