Title :
A blind channel estimation strategy for the 2X1 Alamouti system based on diagonalising 4th-order cumulant matrices
Author :
Pérez-Iglesias, Héctor J. ; Garcìa-Naya, José A. ; Dapena, Adriana
Author_Institution :
Dept. de Electron. y Sist., Univ. da Coruna, A Coruna
fDate :
March 31 2008-April 4 2008
Abstract :
This paper presents a novel blind strategy to estimate the channel parameters in systems that make use of the well known Alamouti orthogonal space-time code to achieve full diversity. The channel parameters are obtained by computing the eigenvectors of a matrix containing 4th-order cumulants of the observations. The matrix to diagonalise is selected for each channel realization using a simple criterion based on the spread of its eigenvalues. Simulation results show that the performance of the proposed method is similar to the obtained using the well-known joint approximate diagonalisation of eigenmatrices (JADE) algorithm, with a low computational cost.
Keywords :
channel estimation; eigenvalues and eigenfunctions; higher order statistics; matrix algebra; orthogonal codes; space-time codes; Alamouti orthogonal space-time code; blind channel estimation; channel parameter estimation; diagonalising 4th-order cumulant matrices; eigenvalues; eigenvectors; joint approximate diagonalisation of eigenmatrices; Blind equalizers; Computational modeling; Eigenvalues and eigenfunctions; Hydrogen; Maximum likelihood decoding; Maximum likelihood detection; Parameter estimation; Receiving antennas; Space time codes; Transmitting antennas; Channel coding; Decoding; MIMO systems;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2008.4518363