Back to Search Start Over

A q-parameterized deterministic annealing EM algorithm based on nonextensive statistical mechanics

Authors :
Wenbin Guo
Shuguang Cui
Source :
IEEE Transactions on Signal Processing. July, 2008, Vol. 56 Issue 7, p3069, 12 p.
Publication Year :
2008

Abstract

A q-parameterized deterministic annealing expectation maximization (EM) (q-DAEM) algorithm based on nonextensive statistical mechanics is presented. Findings reveal the superior performance of the proposed algorithm.

Subjects

Subjects :
Signal processing -- Research
Statistical mechanics -- Analysis
Stochastic processes -- Analysis
Digital signal processor
Business
Computers
Electronics
Electronics and electrical industries

Details

Language :
English
ISSN :
1053587X
Volume :
56
Issue :
7
Database :
Gale General OneFile
Journal :
IEEE Transactions on Signal Processing
Publication Type :
Academic Journal
Accession number :
edsgcl.184614907

Tools

Authors Abstract Subjects Details