DocumentCode
1107649
Title
Time-variant filtering of signals in the mixed time frequency domain
Author
Saleh, Bahaa E A ; Subotic, Nikola S.
Author_Institution
University of Wisconsin, Madison, WI
Volume
33
Issue
6
fYear
1985
fDate
12/1/1985 12:00:00 AM
Firstpage
1479
Lastpage
1485
Abstract
A new approach to the problem of time-variant filtering is presented. This approach is based upon the generation of the mixed time-frequency representation (MTFR) of a signal, multiplication of that representation by a time-frequency function H(ω,t), and obtaining a filtered output by an inverse operation. The resultant filter is linear if the time-frequency representation used is the complex spectrogram. In contrast, the filter is nonlinear if the Wigner distribution function is used. Not every function of two variables is an allowed MTFR of a signal; some conditions must be satisfied. If the function produced by the product of the signal MTFR and the filter function is not an allowed MTFR, an approximation based on projection onto the space of allowed MTFR functions is investigated. This approximation yields a filtered function whose MTFR is as close as possible (in the least-squared sense) to the desired.
Keywords
Additive noise; Distribution functions; Filtering; Fourier transforms; Nonlinear filters; Power harmonic filters; Signal generators; Spectrogram; Time frequency analysis; Time varying systems;
fLanguage
English
Journal_Title
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
0096-3518
Type
jour
DOI
10.1109/TASSP.1985.1164753
Filename
1164753
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