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
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"
Conference_Titel :
Communications and Information Technologies (ISCIT), 2015 15th International Symposium on
DOI :
10.1109/ISCIT.2015.7458337