Single-user sparse channel acquisition in multiuser DS-CDMA systems

被引:15
作者
Aktas, E
Mitra, U
机构
[1] Ohio State Univ, Dept Elect Engn, Columbus, OH 43210 USA
[2] Univ So Calif, Inst Commun Sci, Dept Elect Engn, Los Angeles, CA 90089 USA
基金
美国国家科学基金会;
关键词
channel estimation; direct-sequence code-division multiple access (DS-CDMA); pilot signal design; synchronization;
D O I
10.1109/TCOMM.2003.810842
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Single-user channel estimation in multiuser DS-CDMA systems for the case of sparse channels with large delay spreads is addressed. In addition, practical pulse shapes are considered. In Sparse channels, the efficient way to estimate the parameters is to estimate the continuous delays of each path, instead of using the typical discrete tapped delay-line model. Due to the facts that the desired delays are not drawn from-a simple finite set and that band-limited pulse shapes are employed, the resulting methods require numerical optimization techniques. To facilitate estimation, it is proposed to optimize the spreading code employed during the training, or estimation, phase. The optimal single-path spreading code is derived and extended for estimation in the multipath scenario. Both single-path and multipath channel estimation are considered. The proposed algorithms are evaluated through simulation and via the determination of the Cramer-Rao lower bound on the estimation variance. Analytical. approximations of key performance measures are also derived and are seen to be tight for a variety of scenarios.
引用
收藏
页码:682 / 693
页数:12
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