Title :
Joint symbol detection and channel estimation for MC-CDMA systems in the presence of carrier frequency offset
Author :
Chien, Feng-Tsun ; Kuo, C. C Jay
Author_Institution :
Dept. of Electr. Eng. & Signal & Image Process. Inst., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
The problem of carrier frequency offset in multicarrier code-division multiple-access (MC-CDMA) systems is studied in this research. We present an iterative approach based on the expectation-maximization (EM) algorithm to estimate system parameters, including the channel state information, the carrier frequency offset and the interference-plus-noise covariance matrix. Furthermore, the symbol detection is jointly achieved through the evaluation of the Kullback-Leibler information measure required for the EM iteration. A closed form expression of the modified Fisher information matrix (MFIM) is derived to obtain the the modified Cramer-Rao bound (MCRB) of the vector version. Finally, we verity the effectiveness of the proposed algorithm with computer simulation.
Keywords :
channel estimation; circuit optimisation; code division multiple access; covariance matrices; frequency estimation; iterative methods; signal detection; EM iteration; Kullback-Leibler information measure; MC-CDMA systems; carrier frequency offset; channel estimation; channel state information; expectation-maximization algorithm; interference-plus-noise covariance matrix; modified Cramer-Rao bound; modified Fisher information matrix; multicarrier code-division multiple-access; symbol detection; system parameter estimation; Channel estimation; Channel state information; Covariance matrix; Frequency estimation; Iterative algorithms; Iterative methods; Multiaccess communication; Multicarrier code division multiple access; Parameter estimation; State estimation;
Conference_Titel :
Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
Print_ISBN :
0-7803-8521-7
DOI :
10.1109/VETECF.2004.1400038