DocumentCode
1025434
Title
Computation of Information Rates by Particle Methods
Author
Dauwels, Justin ; Loeliger, Hans-Andrea
Author_Institution
RIKEN Brain Sci. Inst., Wako
Volume
54
Issue
1
fYear
2008
Firstpage
406
Lastpage
409
Abstract
Prior work on the computation of information rates of channels with memory is extended to continuous state spaces by means of sequential Monte-Carlo integration (ldquoparticle filteringrdquo).
Keywords
Monte Carlo methods; channel capacity; integration; particle filtering (numerical methods); channel information rates; continuous state spaces; memory; particle filtering; sequential Monte-Carlo integration; Belief propagation; Entropy; Information filtering; Information filters; Information rates; Information technology; Information theory; Phase noise; State-space methods; Stochastic processes; Continuous channels with memory; information rate; particle filtering; sequential Monte-Carlo integration;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2007.911181
Filename
4418471
Link To Document