Title :
Blind Channel Identification for MIMO Single Carrier Zero Padding Block Transmission Systems
Author :
Chen, Yi-Sheng ; Lin, Ching-An
Author_Institution :
Dept. of Electr. & Control Eng., Nat. Chiao Tung Univ., Hsinchu
Abstract :
We propose a blind identification method for MIMO single carrier zero padding block transmission systems. The method uses periodic preceding on the source signal before transmission. The estimation of channel impulse response matrix consists of two steps: (i) obtain the channel product matrix by solving a lower-triangular linear system and (ii) obtain the channel impulse response matrix by computing the positive eigenvalues and eigenvectors of a Hermitian matrix formed from the channel product matrix. A sufficient condition for identifiability is simply that the channel impulse response matrix is full column rank. The design of the precoding sequence to minimize the noise effect in covariance matrix estimation is proposed. Simulation examples are used to demonstrate the performance of the method
Keywords :
Hermitian matrices; MIMO communication; channel allocation; covariance matrices; transient response; wireless channels; Hermitian matrix; MIMO single carrier zero padding block transmission; blind channel identification; channel impulse response matrix; channel product matrix; covariance matrix estimation; Computational modeling; Control engineering; Covariance matrix; Eigenvalues and eigenfunctions; Filtering theory; Finite impulse response filter; Linear systems; MIMO; Signal processing; Sufficient conditions;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2006. SPAWC '06. IEEE 7th Workshop on
Conference_Location :
Cannes
Print_ISBN :
0-7803-9710-X
Electronic_ISBN :
0-7803-9711-8
DOI :
10.1109/SPAWC.2006.346360