Title :
Joint blind channel and carrier frequency offset estimation in orthogonally space-time block coded MIMO systems
Author :
ShahbazPanahi, Shahram ; Gershman, Alex B. ; Giannakis, Georgios B.
Author_Institution :
Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, Ont., Canada
Abstract :
The problem of joint channel and carrier frequency offset (CFO) estimation is considered in the context of multiple-input multiple-output (MIMO) communication systems that use orthogonal space-time-block codes (OSTBCs). A new blind approach, is proposed to jointly estimate the channel matrix and the CFO. Our technique is based on a relaxed version of maximum likelihood (ML) estimator that ignores the finite alphabet constraint. Using such an approach, we show that the joint channel and CFO estimation problem is equivalent to finding the parameter estimates that maximize the principal eigenvalue of a certain data dependent matrix. Simulation results demonstrate that, despite relaxing the finite alphabet constraint, the performance of the proposed blind detection scheme can approach that of the coherent receiver, provided that there are sufficient data blocks available per channel realization.
Keywords :
MIMO systems; block codes; channel estimation; eigenvalues and eigenfunctions; matrix algebra; maximum likelihood estimation; radio receivers; space-time codes; CFO; MIMO communication system; OSTBC; blind detection scheme; channel matrix; coherent receiver; data dependent matrix; eigenvalue; joint channel-carrier frequency offset estimation; maximization; maximum likelihood estimator; multiple-input multiple-output; orthogonal space-time-block code; parameter estimation; Context; Eigenvalues and eigenfunctions; Frequency estimation; Frequency synchronization; MIMO; Maximum likelihood decoding; Maximum likelihood detection; Maximum likelihood estimation; Parameter estimation; Transmitters;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2005 IEEE 6th Workshop on
Print_ISBN :
0-7803-8867-4
DOI :
10.1109/SPAWC.2005.1506048