Time-varying matched filters

We examine a generalized matched-filter problem in which the interference is a nonstationary process generated by passing white noise through a general linear time-varying filter. First a matched filter is constructed by transforming the problem into an equivalent formulation involving stationary in...

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Veröffentlicht in:Circuits, systems, and signal processing systems, and signal processing, 1996-01, Vol.15 (5), p.609-630
Hauptverfasser: SILLS, J. A, KAMEN, E. W
Format: Artikel
Sprache:eng
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Zusammenfassung:We examine a generalized matched-filter problem in which the interference is a nonstationary process generated by passing white noise through a general linear time-varying filter. First a matched filter is constructed by transforming the problem into an equivalent formulation involving stationary interference and a time-varying propagation channel. Whereas the response of a time-invariant matched filter is sampled at its peak, the response of this time-varying matched filter is normalized before sampling to account for variations in the signal power. Next a matched filter is constructed using a spectral characterization of the nonstationary interference. This construction is then used to formulate a simplified solution for the case where the rate of variation in the nonstationary interference is sufficiently small. The different solutions are illustrated by a numerical example.
ISSN:0278-081X
1531-5878
DOI:10.1007/BF01188985