DocumentCode :
1040246
Title :
Blind-Channel Identification for MIMO Single-Carrier Zero-Padding Block-Transmission Systems
Author :
Chen, Yi-Sheng ; Lin, Ching-An
Author_Institution :
Dept. of Commun. Eng., Feng Chia Univ., Taichung
Volume :
55
Issue :
6
fYear :
2008
fDate :
7/1/2008 12:00:00 AM
Firstpage :
1571
Lastpage :
1579
Abstract :
We propose a blind identification method for multiple-input multiple-output (MIMO) single-carrier zero-padding block-transmission systems. The method uses periodic precoding on the source signal before transmission. The estimation of the channel impulse response matrix consists of two steps: 1) obtain the channel product matrix by solving a lower-triangular linear system; 2) obtain the channel impulse response matrix by computing the positive eigenvalues and eigenvectors of a Hermitian matrix formed from the channel product matrix. The method is applicable to MIMO channels with more transmitters or more receivers. A sufficient condition for identifiability is simply that the channel impulse response matrix is full column rank. The design of the precoding sequence which minimizes the noise effect in covariance matrix estimation is proposed and the effect of the optimal precoding sequence on channel equalization is discussed. Simulations are used to demonstrate the performance of the method.
Keywords :
Hermitian matrices; MIMO communication; blind source separation; channel estimation; covariance matrices; eigenvalues and eigenfunctions; precoding; transient response; Hermitian matrix; MIMO channels; MIMO system; blind identification method; blind-channel identification; channel equalization; channel impulse response matrix; channel product matrix; covariance matrix estimation; lower-triangular linear system; multiple-input multiple-output system; optimal precoding sequence; periodic precoding; positive eigenvalues; positive eigenvectors; single-carrier zero-padding block-transmission systems; source signal; sufficient condition; Blind identification; MIMO channel; blind identification; block transmission; multiple-input multiple-output (MIMO) channel; periodic precoding; zero padding; zero padding (ZP);
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2008.916418
Filename :
4435074
Link To Document :
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