DocumentCode
885092
Title
Low-Complexity Implementation of the Affine Projection Algorithm
Author
Zakharov, Yuriy V.
Author_Institution
Dept. of Electron., York Univ., York
Volume
15
fYear
2008
fDate
6/30/1905 12:00:00 AM
Firstpage
557
Lastpage
560
Abstract
In this letter, a new low-complexity implementation of the affine projection (AP) adaptive filtering algorithm is proposed and investigated by simulation. The proposed algorithm uses a novel low complexity recursive filtering technique and filter update that is incorporated in dichotomous coordinate descent (DCD) iterations. If the projection order is significantly smaller than the filter length L, the complexity of the proposed DCD-AP algorithm is as small as about L multiplications per sample.
Keywords
adaptive filters; recursive filters; adaptive filtering algorithm; affine projection algorithm; dichotomous coordinate; low complexity recursive filtering technique; Adaptive filters; Convergence; Equations; Filtering algorithms; Financial advantage program; Hardware; Projection algorithms; Resonance light scattering; Signal processing algorithms; Adaptive filter; affine projection; dichotomous coordinate descent (DCD) algorithm; low complexity;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2008.2001111
Filename
4639590
Link To Document