›› 2013, Vol. 26 ›› Issue (1): 123-.

• Articles • Previous Articles     Next Articles

A New Adaptive Step-size Algorithm for ICA

ZHANG Qingrui   

  1. (School of Science,Xidian University,Xi'an 710071,China)
  • Online:2013-01-15 Published:2013-03-08

Abstract:

An important problem in adaptive ICA algorithm is the opting step-size.This paper defines the measure of non-linear decorrelation which describes the separation states.On the basic of the measure non-linear decorrelation,a new ICA algorithm of adaptive step-size is presented.The algorithm divides the process of separation into three stages,in which different step-size algorithms are adopted.The simulation shows that this algorithm has both higher convergence rate and the lower steady-state error.

Key words: blind source separation;Independence Component Analysis(ICA);adaptive step-size;decorrelation measure

CLC Number: 

  • TN911.7