Abstract
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.
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References
H. Cramer, On some classes of non-stationary stochastic processes,Proc. Berkeley Symp. Math. Stat. and Probab. 2 1961, 57–78.
K. Pahlavan and J.W. Matthews, Performance of adaptive matched filter receivers over fading multipath channels,IEEE Trans. Comm. 38 1990, 2106–2113.
J.G. Proakis, Digital Communications, 2nd Edition, McGraw-Hill, New York, 1989.
J.A. Sills,Nonstationary Signal Modeling, Filtering, and Parametrization, Ph.D. Thesis, Georgia Institute of technology, 1995.
J.S. Sills and S. Roy, Matched-filter receiver structures for time-varying multipath channels,Proc. Conf. Inf. Sciences and Syst. 1 1996, 622–627.
G.L. Turin, An introduction to matched filters,IRE Trans. Inform. Theory 6 1960, 311–329.
L.A. Zadeh, Frequency analysis of variable networks,Proc. I.R.E. 38 1950, 291–299.
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Sills, J.A., Kamen, E.W. Time-varying matched filters. Circuits Systems and Signal Process 15, 609–630 (1996). https://doi.org/10.1007/BF01188985
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DOI: https://doi.org/10.1007/BF01188985