DocumentCode
293000
Title
DC offset performance of four LMS adaptive algorithms
Author
Shoval, A. ; Johns, D.A. ; Snelgrove, W.M.
Author_Institution
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Volume
2
fYear
1994
fDate
30 May-2 Jun 1994
Firstpage
409
Abstract
The effects of DC offsets on four variations of the stochastic gradient algorithm are analyzed to determine the most appropriate algorithm for hardware implementation. The output mean squared error (MSE) performance in the presence of DC offsets is evaluated and compared with computer simulations for each of the algorithms assuming a Gaussian input distribution
Keywords
Adaptive algorithm; Adaptive filters; Algorithm design and analysis; Analytical models; Computer errors; Computer simulation; Hardware; Least squares approximation; Stochastic processes; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
Conference_Location
London
Print_ISBN
0-7803-1915-X
Type
conf
DOI
10.1109/ISCAS.1994.408989
Filename
408989
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