François Septier

Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking

Lyudmila Mihaylova, Avishy Carmi, François Septier et al. · Digital Signal Processing · 2013 · 213 citations · Full text

α-stable interference modeling and cauchy receiver for an IR-UWB Ad Hoc network

H. El Ghannudi, Laurent Clavier, Nourddine Azzaoui et al. · IEEE Transactions on Communications · 2010 · 74 citations · Full text

α-Stable Interference Modeling, Wireless Communications, Engineering +12

An adaptive Bayesian inference algorithm to estimate the parameters of a hazardous atmospheric release

Harizo Rajaona, François Septier, Patrick Armand et al. · Atmospheric Environment · 2015 · 64 citations

Bayesian Statistic, Bayesian Statistics, Environmental Monitoring +13

Langevin and Hamiltonian Based Sequential MCMC for Efficient Bayesian Filtering in High-Dimensional Spaces

François Septier, Gareth W. Peters · IEEE Journal of Selected Topics in Signal Processing · 2015 · 63 citations · Full text

High-dimensional Spaces, Nonlinear Filtering, Machine Learning +15

On MCMC-Based particle methods for Bayesian filtering: Application to multitarget tracking

François Septier, Sze Kim Pang, Avishy Carmi et al. · 2009 · 62 citations · Full text

Nonlinear Filtering, Machine Learning, Engineering +19