Paper Info
Title
Information Geometrical Framework for Analyzing Belief Propagation Decoder
Abstract
The mystery of belief propagation (BP) decoder, especially of the turbo decoding, is studied from information geometrical viewpoint. The loopy belief network (BN) of turbo codes makes it difficult to obtain the true "belief" by BP, and the characteristics of the algorithm and its equilibrium are not clearly understood. Our study gives an intuitive understanding of the mechanism, and a new framework for the analysis. Based on the framework, we reveal basic properties of the turbo decoding.
Year
Venue
Keywords
2001
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 14, VOLS 1 AND 2
turbo code,belief network,belief propagation
Field
DocType
Volume
Computer science,Turbo code,Theoretical computer science,Turbo decoding,Bayesian network,Artificial intelligence,Belief propagation
Conference
14
ISSN
Citations 
PageRank 
1049-5258
4
0.52
References 
Authors
7
3
Name
Order
Citations
PageRank
Shiro Ikeda134437.95
Toshiyuki Tanaka219019.98
shunichi amari359921269.68