Quality Of Approximation In Error Transfer Function Analysis Of The Lms Adaptive Filters

CONFERENCE RECORD OF THE THIRTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2(2003)

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摘要
This paper defines how the quality of approximation used in the error transfer function analysis affects the accuracy of the resulting steady-state mean square error (MSE) of the Least-Alean-Square (LMS) adaptive filters. It shows that the error transfer function approach is very accurate for extremely narrow bandwidth input signals, and it deteriorates as the band-width of input signal increases.
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关键词
1. "roductton,transfer function,least mean square,mean square error,steady state,adaptive filter,adaptive filters,transfer functions
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