Design and analysis of low-complexity interference mitigation on vector channels

被引:75
作者
Müller, RR
Verdú, S
机构
[1] Vienna Res Ctr Telecommun, Vienna, Austria
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
关键词
antenna arrays; CDMA; interference cancellation; multiuser detection; random matrices; spectral efficiency;
D O I
10.1109/49.942506
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
Linear multiuser detectors for vector channels with crosstalk are approximated by weighted matrix polynomials. The weight optimization problem is overcome using convergence results from random matrix theory. The results are also extended to receivers with subsequent successive decoding. In the case of subsequent successive decoding, a novel low-complexity implementation is found for the first-order approximation that is based on matched filter banks only and does not require matrix algebra. Spectral efficiency is obtained analytically and found to be fairly close to optimum. The paper Is focussed on multiuser detection for CDMA, but the results can be easily extended to communication via antenna arrays.
引用
收藏
页码:1429 / 1441
页数:13
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