DocumentCode
3770379
Title
Estimated-error/tap-output correlation analysis for LMS order adaptation
Author
Metha Kongpoon;Kritsapon Leelavattananon
Author_Institution
Department of Electronic Engineering, Faculty of Engineering, King Mongkut´s Institute of Technology, Bangkok, Thailand
fYear
2015
Firstpage
181
Lastpage
184
Abstract
This paper presents a zero-tap detection algorithm which works well with the LMS algorithm used to estimate the sparse channel that can be approximated by the FIR model. The proposed algorithm is achieved by considering the estimated-error/tap-output correlation. The simulation results shows that the proposed technique successfully identifies all zero taps and helps to improve the filter´s asymptotic performance.
Keywords
"Adaptive filters","Finite impulse response filters","Correlation","Filtering algorithms","Adaptation models","Detection algorithms"
Publisher
ieee
Conference_Titel
Communications and Information Technologies (ISCIT), 2015 15th International Symposium on
Type
conf
DOI
10.1109/ISCIT.2015.7458337
Filename
7458337
Link To Document