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