DocumentCode
3481050
Title
Transient behavior of affine projection algorithms
Author
Shin, Hyun-Chool ; Sayed, Ali H.
Author_Institution
Dept. of Electr. Eng., Pohang Univ. of Sci. & Technol., South Korea
Volume
6
fYear
2003
fDate
6-10 April 2003
Abstract
Most analytical results on affine projection algorithms assume special regression models or Gaussian regression data. The available analyses also treat different affine projection filters separately. This paper provides a unified treatment of the transient performance of a family of affine projection algorithms. The treatment relies on energy conservation arguments and does not restrict the input data to being Gaussian or white. Simulation results illustrate the analysis and the derived performance expressions.
Keywords
adaptive filters; least mean squares methods; NLMS algorithm; adaptive filters; affine projection algorithms; affine projection filters; energy conservation arguments; normalized least mean-squares algorithm; transient performance; Algorithm design and analysis; Analytical models; Computational modeling; Convergence; Energy conservation; Filters; Least squares approximation; Performance analysis; Projection algorithms; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-7663-3
Type
conf
DOI
10.1109/ICASSP.2003.1201691
Filename
1201691
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