Title :
Noncoherent multiuser detection of DS-CDMA over multipath fading channels
Author :
Wu, Sau-Hsuan ; Mitra, Urbashi ; Kuo, C. C Jay
Author_Institution :
Dept. of Electr. Eng., Southern California Univ., Los Angeles, CA, USA
Abstract :
The problem of joint channel estimation and multiple access interference suppression for an asynchronous code-division multiple-access system is studied. A low-complexity sliding-window scheme is proposed for channel tracking based on the expectation maximization (EM) algorithm and a noncoherent maximum a posteriori probability (MAP) multiuser detector. By exploiting the features of the discrete random phase ambiguities of channel estimates using the EM algorithm, the proposed scheme can track channel phase even if the channel is in a deep fade. In conjunction with iterative soft interference cancellation, the proposed detector can achieve a near single user system performance with polynomial complexity in the number of users.
Keywords :
channel estimation; code division multiple access; computational complexity; fading channels; interference suppression; iterative methods; maximum likelihood detection; multipath channels; multiuser detection; optimisation; polynomials; radiofrequency interference; spread spectrum communication; DS-CDMA; asynchronous code-division multiple-access system; channel estimation; expectation maximization algorithm; iterative soft interference cancellation; low-complexity sliding-window scheme; maximum a posteriori probability multiuser detector; multipath fading channels; multiple access interference suppression; multiuser detection; polynomial complexity; Channel estimation; Detectors; Fading; Interference cancellation; Iterative algorithms; Multiaccess communication; Multiple access interference; Multiuser detection; Phase estimation; System performance;
Conference_Titel :
Communications, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8533-0
DOI :
10.1109/ICC.2004.1312987