DocumentCode
427678
Title
Mean-square performance of adaptive filters using averaging theory
Author
Shin, Hyun-Chool ; Sayed, Ali H. ; Song, Woo-Jin
Author_Institution
Div. of Electron. & Comput. Eng., Pohang Univ. of Sci. & Technol., South Korea
Volume
1
fYear
2004
fDate
7-10 Nov. 2004
Firstpage
229
Abstract
This paper uses averaging analysis to study the mean-square performance of adaptive filters, not only in terms of stability conditions but also in terms of expressions for the mean-square error and the mean-square deviation of the filters, as well as in terms of the transient performance of the corresponding partially averaged systems. The treatment relies on energy conservation arguments. Simulation results illustrate the analysis and the derived performance expressions.
Keywords
adaptive filters; mean square error methods; transient response; adaptive filter; averaging analysis; energy conservation; mean-square performance; transient performance; Adaptive filters; Difference equations; Differential equations; Energy conservation; Filtering theory; Least squares approximation; Performance analysis; Stability analysis; Transient analysis; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
Print_ISBN
0-7803-8622-1
Type
conf
DOI
10.1109/ACSSC.2004.1399126
Filename
1399126
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