DocumentCode :
968195
Title :
Blind Identification of MIMO Channels in Zero Padding Block Transmission Systems
Author :
Chen, Yi-Sheng ; Lin, Ching-An
Author_Institution :
Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu
Volume :
55
Issue :
2
fYear :
2007
Firstpage :
764
Lastpage :
772
Abstract :
We propose a blind identification method for multiple-input multiple-output (MIMO) zero-padding block transmission systems based on an eigendecomposition approach. With zero padding, the relation between the covariance matrix of the received data and the channel product matrices becomes highly structured. The structure makes it easy to estimate the channel product matrices and the noise covariance matrices. Eigendecomposition of a Hermitian matrix formed by the channel product matrices yields the channel impulse response up to a unitary matrix ambiguity. The channel noise may be temporally and spatially colored, the channel needs not be irreducible or column reduced, and there can be more outputs or more inputs. Simulation results are used to demonstrate the performance of the proposed method
Keywords :
Hermitian matrices; MIMO communication; channel estimation; covariance matrices; eigenvalues and eigenfunctions; transient response; Hermitian matrix; MIMO channels; blind identification method; channel impulse response; channel noise; channel product matrix estimation; eigendecomposition approach; multiple-input multiple-output zero padding block transmission systems; noise covariance matrix; unitary matrix ambiguity; Bandwidth; Channel estimation; Colored noise; Covariance matrix; Filtering theory; Frequency-selective fading channels; MIMO; Noise reduction; OFDM; Signal processing; Blind identification; block transmission; multiple-input multiple-output (MIMO) channel; zero padding;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2006.885685
Filename :
4063575
Link To Document :
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