EM algorithm with sphere decoding for joint channel estimation and detection in MIMO systems

被引:0
|
作者
Tajalli, H [1 ]
Hajiani, P [1 ]
Shafiee, H [1 ]
机构
[1] Univ Tehran, Dept Elect & Comp Engn, Tehran, Iran
来源
2005 INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS | 2005年
关键词
MIMO; channel estimation; detection; sphere decoding; EM algorithm;
D O I
10.1109/WOCN.2005.1436081
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this paper, we introduce a novel method for joint channel estimation and symbol detection in a MIMO wireless communication system. The algorithm uses the expectation-maximization (EM) algorithm for channel estimation, together with a new complex-domain sphere decoding (SD) algorithm for near-optimal detection of data symbols. The proposed algorithm is tested on a MIMO communication system. Simulation results show that, even with a short training sequence, the algorithm provides a near optimal performance with a reasonable computational complexity. We also compare the computational complexity of the proposed sphere decoding approach with other techniques and show that it has a lower computational complexity without any performance penalty.
引用
收藏
页码:518 / 522
页数:5
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