Title :
Multiuser channel estimation for CDMA systems over frequency-selective fading channels
Author :
Wu, Jingxian ; Xiao, Chengshan ; Letaief, Khaled
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Missouri, Columbia, MO, USA
fDate :
7/1/2005 12:00:00 AM
Abstract :
In this paper, a pilot-assisted minimum mean square error (MMSE) multiuser channel estimation algorithm is proposed for quasi-synchronous code-division multiple-access (CDMA) systems that undergo frequency-selective channel fading. The frequency-selective multiuser fading channel is represented as a symbol-wise time-varying chip-spaced tapped delay line filter with correlated filter taps. The multiuser channel tap coefficients at pilot symbol positions are estimated under the MMSE criterion with the help of the channel intertap correlation matrix, which is determined by the combined effects of the physical fading channel, transmit filter, and receive filter. In the development of the estimation algorithm, the channel intertap correlation matrix is deemed as an essential factor, and a novel iterative method is proposed for the joint estimation of the channel intertap correlation and filter tap timing based on the received pilot samples. Simulations show that the information of the channel intertap correlation is critical to the performance of the channel estimation, and the channel taps at different delays cannot be assumed uncorrelated for CDMA systems experiencing frequency-selective fading.
Keywords :
channel estimation; code division multiple access; correlation methods; delay filters; delay lines; fading channels; iterative methods; matrix algebra; mean square error methods; multiuser channels; time-varying filters; CDMA systems; MMSE; channel intertap correlation matrix; chip-spaced tapped delay line filter; correlated filter taps; filter tap timing; frequency-selective fading channels; iterative method; multiuser channel estimation; pilot-assisted minimum mean square error; quasi-synchronous code-division multiple-access; symbol-wise time-varying filter; Delay lines; Filters; Frequency estimation; Frequency-selective fading channels; Iterative algorithms; Iterative methods; Mean square error methods; Multiaccess communication; Multiuser channels; Timing; CDMA; MMSE; channel intertap correlation; multiuser channel estimation; multiuser detection;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.850280