Technical Program

SPTM-P2: Bayesian Signal Processing I

Session Type: Poster
Time: Tuesday, May 14, 17:30 - 19:30
Location: Poster Area I, East Bar, First Floor
Session Chair: Victor Elvira, IMT Lille Douai
 
SPTM-P2.1: UPDATES IN BAYESIAN FILTERING BY CONTINUOUS PROJECTIONS ON A MANIFOLD OF DENSITIES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Filip Tronarp; Aalto University
         Simo Särkkä; Aalto University
 
SPTM-P2.2: EFFICIENT SAMPLING THROUGH VARIABLE SPLITTING-INSPIRED BAYESIAN HIERARCHICAL MODELS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Maxime Vono; University of Toulouse
         Nicolas Dobigeon; University of Toulouse
         Pierre Chainais; Centrale Lille
 
SPTM-P2.3: NONLINEAR STATE ESTIMATION USING PARTICLE FILTERS ON THE STIEFEL MANIFOLD
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Claudio Bordin; Universidade Federal do ABC
         Marcelo Bruno; Instituto Tecnológico de Aeronáutica
 
SPTM-P2.4: SPARSE SIGNAL RECOVERY USING MPDR ESTIMATION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Maher Al-Shoukairi; University of California, San Diego
         Bhaskar D. Rao; University of California, San Diego
 
SPTM-P2.5: A VARIATIONAL ADAPTIVE POPULATION IMPORTANCE SAMPLER
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Yousef El-Laham; SUNY at Stony Brook
         Petar Djuric; SUNY at Stony Brook
         Monica Bugallo; SUNY at Stony Brook
 
SPTM-P2.6: ONLINE VARIATIONAL BAYESIAN SUBSPACE FILTERING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Charul Paliwal; IIIT Delhi
         Uttkarsha Bhatt; IIT Kanpur
         Pravesh Biyani; IIIT Delhi
         Ketan Rajawat; IIT Kanpur
 
SPTM-P2.7: A RECURSIVE BAYESIAN MODEL FOR EXTREME VALUES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Douglas Johnston; Farmingdale State College
         Petar Djuric; Stony Brook University
 
SPTM-P2.8: EXPECTATION-PROPAGATION ALGORITHMS FOR LINEAR REGRESSION WITH POISSON NOISE: APPLICATION TO PHOTON-LIMITED SPECTRAL UNMIXING
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Yoann Altmann; Heriot-Watt University
         Alessandro Perelli; University of Edinburgh
         Michael Davies; University of Edinburgh
 
SPTM-P2.9: ON SELF-ASSESSMENT OF PROFICIENCY OF AUTONOMOUS SYSTEMS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Petar Djuric; Stony Brook University
         Pau Closas; Northeastern University
 
SPTM-P2.10: LANGEVIN-BASED STRATEGY FOR EFFICIENT PROPOSAL ADAPTATION IN POPULATION MONTE CARLO
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Víctor Elvira; IMT Lille Douai
         Émilie Chouzenoux; University Paris East/INRIA/CentraleSupelec
 
SPTM-P2.11: CHANNEL ESTIMATION USING 1-BIT QUANTIZATION AND OVERSAMPLING FOR LARGE-SCALE MULTIPLE-ANTENNA SYSTEMS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Zhichao Shao; Pontifical Catholic University of Rio de Janeiro
         Lukas Landau; Pontifical Catholic University of Rio de Janeiro
         Rodrigo C. de Lamare; Pontifical Catholic University of Rio de Janeiro