Title :
Adaptive channel equalizer with new VSS LMS algorithm
Author :
B. Krstajic;Z. Uskokovic;L. Stankovic
Author_Institution :
Dept. of Electr. Eng., Cetinjski put bb, Podgorica, Serbia
fDate :
6/25/1905 12:00:00 AM
Abstract :
This paper introduces a new variable step-size LMS (NVSS LMS) algorithm in an adaptive channel equalizer. This variant of VSS LMS algorithm is based on the weighting coefficients bias/variance trade-off. We will show here that the adaptive equalizer with the NVSS LMS algorithm has favorable performance. Simulation results are provided to support the proposed implementation of the NVSS LMS.
Keywords :
"Variable structure systems","Least squares approximation","Adaptive algorithm","Adaptive filters","Convergence","Adaptive equalizers","Steady-state","Adaptive systems","Filtering","Communication system control"
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224940
