This paper proposed a simple variable step size LMS algorithm for adaptive identification of IIR filtering system. The proposed algorithm was called Fast Variable Step Size LMS (FVSSLMS) which incorporating a recursively variable adaptation step size based on error square multiplying by a constant. The simulation results shows better performance than traditional LMS and NLMS algorithm in terms of fast convergence time and less misadjustment in a steady state.
5th Mosharaka International Conference on Communications, Computers and Applications (MIC-CCA 2012)
Congress
2012 Global Congress on Communications, Computers and Applications (GC-CCA 2012), 12-14 October 2012, Istanbul, Turkey
Pages
27-32
Topics
Digital Signal Processing Learning Algorithms and Training
ISSN
2227-331X
DOI
BibTeX
@inproceedings{363CCA2012,
title={Simple Variable Step Size LMS Algorithm for Adaptive Identification of IIR Filtering System
},
author={Thamer M. Jamel, and Karam Naji},
booktitle={2012 Global Congress on Communications, Computers and Applications (GC-CCA 2012)},
year={2012},
pages={27-32},
doi={}},
organization={Mosharaka for Research and Studies}
}
