DocumentCode
2680816
Title
Variable Step-Size Block Least Mean Square Adaptive Filters
Author
Abadi, M.S.E. ; Mousavi, S.Z. ; Hadei, A.
Author_Institution
Dept. of Electr. Eng., Shahid Rajaee Univ., Tehran
fYear
2006
fDate
8-11 Aug. 2006
Firstpage
593
Lastpage
595
Abstract
The block LMS algorithms can constitute a major branch in the adaptive algorithms family. In this paper we introduce the new variable step size block least mean square (VSSBLMS) adaptive filter algorithm. The proposed algorithm exhibits fast convergence and lower steady state mean square error when compared to the ordinary BLMS algorithm
Keywords
adaptive filters; convergence; least mean squares methods; VSSBLMS algorithm; adaptive filter algorithm; fast convergence; variable step size block least mean square; Adaptive algorithm; Adaptive filters; Convergence; Equations; Information systems; Least squares approximation; Mean square error methods; Noise cancellation; Steady-state; Variable structure systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial and Information Systems, First International Conference on
Conference_Location
Peradeniya
Print_ISBN
1-4244-0322-7
Type
conf
DOI
10.1109/ICIIS.2006.365797
Filename
4216658
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