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New criteria for blind deconvolution of nonminimum phase systems (channels)

Shalvi, O., Weinstein, E.·1990·IEEE Transactions on Information Theory

Abstract

A necessary and sufficient condition for blind deconvolution (without observing the input) of nonminimum-phase linear time-invariant systems (channels) is derived. Based on this condition, several optimization criteria are proposed, and their solution is shown to correspond to the desired response. These criteria involve the computation only of second- and fourth-order moments, implying a simple tap update procedure. The proposed methods are universal in the sense that they do not impose any restrictions on the probability distribution of the (unobserved) input sequence. It is shown that in several important cases (e.g. when the additive noise is Gaussian), the proposed criteria are essentially unaffected.>

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Authors
Shalvi, O., & Weinstein, E.
Venue
IEEE Transactions on Information Theory
Published
1990-03
Volume
36
Issue
2
Pages
312-321
ISSN
0018-9448 (ISSN-L)
OpenAlex
W2114018052
Cited by
863
References
0
FWCI
19.97
Type
journal article
Language
en
Open access
closed

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