DocumentCode
851806
Title
A multitone pseudocascade, filtered-X LMS adaptive notch filter
Author
Morgan, Dennis R. ; Thi, James
Author_Institution
AT&T Bell Lab., Murray Hill, NJ, USA
Volume
41
Issue
2
fYear
1993
fDate
2/1/1993 12:00:00 AM
Firstpage
946
Lastpage
956
Abstract
A filtered-X version of the LMS notch filter (FXLMS) is useful for narrowband applications where the cancelling signal cannot be directly applied to the primary signal. However, cancellation path delay limits the bandwidth performance of the filter. A cascade of FXLMS notch filters using multiple reference tones is examined for alleviating this problem. An analysis of a single-stage notch filter characterizes the response by the cancellation bandwidth and out-of-band overshoot. The results are used to synthesize a multistage cascade with offset reference tones. A pseudocascade configuration that only requires one entry point to the primary disturbance plant is also formulated. Numerical results for a three-stage FXLMS notch filter are given. Results are also presented for the cascade transient response, overshoot compensation, and extension to the multichannel case
Keywords
adaptive filters; digital filters; least squares approximations; notch filters; transient response; bandwidth performance; cancellation bandwidth; cancellation path delay; cancelling signal; cascade transient response; entry point; filtered-X LMS adaptive notch filter; multiple reference tones; multitone pseudocascade filter; narrowband applications; out-of-band overshoot; overshoot compensation; primary signal; Adaptive filters; Adaptive signal processing; Bandwidth; Delay; Least squares approximation; Mean square error methods; Narrowband; Signal processing; Signal processing algorithms; Signal synthesis; Speech processing; Transfer functions; Transient response;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.193233
Filename
193233
Link To Document