TY - GEN
T1 - Super-exponential methods for blind deconvolution
AU - Shalvi, Ofir
AU - Weinstein, Ehud
PY - 1991
Y1 - 1991
N2 - We present a class of iterative methods for solving the problem of blind deconvolution of an unknown possibly non-minimum phase linear system driven by an unobserved input process. The methods converge monotonically at a very fast super-exponential rate to the desired solution in which the inverse of the unknown system is identified, and the input process is recovered up to a delay and possibly a constant phase shift. The proposed methods are universal in the sense that they do not impose any restrictions on the probability distribution of the input process, provided that it is non-Gaussian.
AB - We present a class of iterative methods for solving the problem of blind deconvolution of an unknown possibly non-minimum phase linear system driven by an unobserved input process. The methods converge monotonically at a very fast super-exponential rate to the desired solution in which the inverse of the unknown system is identified, and the input process is recovered up to a delay and possibly a constant phase shift. The proposed methods are universal in the sense that they do not impose any restrictions on the probability distribution of the input process, provided that it is non-Gaussian.
UR - http://www.scopus.com/inward/record.url?scp=0026388209&partnerID=8YFLogxK
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AN - SCOPUS:0026388209
SN - 0819406937
T3 - Proceedings of SPIE - The International Society for Optical Engineering
SP - 143
EP - 152
BT - Proceedings of SPIE - The International Society for Optical Engineering
A2 - Haykin, Simon
PB - Publ by Int Soc for Optical Engineering
T2 - Adaptive Signal Processing
Y2 - 22 July 1991 through 24 July 1991
ER -