DocumentCode :
311314
Title :
Spherical subspace and eigen based affine projection algorithms
Author :
DeGroa, Ronald D. ; Begusic, Dinko ; Dowling, Eric M. ; Linebarger, Darel A.
Author_Institution :
Dept. of Electr. Eng., Texas Univ., Dallas, TX, USA
Volume :
3
fYear :
1997
fDate :
21-24 Apr 1997
Firstpage :
2345
Abstract :
We combine spherical subspace (SS) and eigen based updating methods with the affine projection (AP) method to produce a new family of fast SS-AP algorithms that offers additional tradeoffs between computation and adaptive filtering performance. Moreover, the implementation of SS-AP is less complicated than the fast RLS based AP algorithms. For certain applications, e.g., echo cancellation and equalization in digital subscriber loop (DSL) transceivers, SS-AP offers performance that is comparable to AP, but at computational costs that are less than the fast AP algorithms
Keywords :
adaptive filters; adaptive signal detection; correlation methods; echo suppression; eigenvalues and eigenfunctions; matrix algebra; parameter estimation; subscriber loops; transceivers; adaptive filtering; adaptive filtering performance; computational costs; correlation matrix updating; digital subscriber loop transceivers; echo cancellation; eigenbased affine projection algorithms; eigenbased updating methods; equalization; fast RLS based AP algorithms; fast SS-AP algorithms; spherical subspace methods; Adaptive filters; Computational efficiency; Convergence; Costs; DSL; Eigenvalues and eigenfunctions; Filtering algorithms; Projection algorithms; Resonance light scattering; Telecommunication computing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
ISSN :
1520-6149
Print_ISBN :
0-8186-7919-0
Type :
conf
DOI :
10.1109/ICASSP.1997.599523
Filename :
599523
Link To Document :
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