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Blind single-input multi-output (SIMO) channel identification with application to time delay estimation
Conference paper

Blind single-input multi-output (SIMO) channel identification with application to time delay estimation

Chong-Yung Chi, Xianwen Chang and Chii-Horng Chen
IEEE Workshop on Statistical Signal Processing Proceedings, pp.293-296
2001

Abstract

In this paper, with a given set of non-Gaussian measurements, a cumulant based single-input multi-output (SIMO) blind channel estimation (BCE) algorithm is proposed that uses multi-input multi-output (MIMO) inverse filter criteria (blind deconvolution criteria using higher-order cumulants) proposed by Tugnait, and Chi and Chen. Then a time delay estimation (TDE) algorithm is proposed that estimates P - 1 time delays from the phase information of the estimated single-input P-output (P ≥ 2) system obtained by the proposed SIMO BCE algorithm. Some simulation results are presented to support the efficacy of the proposed SIMO BCE and TDE algorithms.

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