Variable-Length Limited Feedback Beamforming in Multiple-Antenna Fading Channels

被引:15
|
作者
Koyuncu, Erdem [1 ]
Jafarkhani, Hamid [1 ]
机构
[1] Univ Calif Irvine, Ctr Pervas Commun & Comp, Irvine, CA 92697 USA
基金
美国国家科学基金会;
关键词
Multiple antenna systems; limited feedback; channel quantization; variable-length quantization; beamforming; outage probability; error probability; diversity and array gains; FINITE-RATE FEEDBACK; VECTOR QUANTIZATION; DESIGN; SYSTEMS; INFORMATION; PERFORMANCE; CODEBOOKS; ERROR;
D O I
10.1109/TIT.2014.2357811
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study a multiple-input single-output fading channel, where we would like to minimize the channel outage probability or symbol error rate (SER) by employing beam-forming via quantized channel state information at the transmitter (CSIT). We consider a variable-length limited feedback scheme where the quantized CSIT is acquired through feedback binary codewords of possibly different lengths. We design and analyze the performance of the associated variable-length quantizers (VLQs) and compare their performance with the previously studied fixed-length quantizers (FLQs). For the outage probability performance measure, we construct VLQs that can achieve the full-CSIT performance with finite rate. Moreover, as the signal-to-noise ratio P tends to infinity, we show that VLQs can achieve the full-CSIT outage probability performance with asymptotically zero feedback rate. For the SER performance measure, we show that while the SER with full-CSIT is not achievable at any finite feedback rate, the diversity and array gains with full-CSIT can be achieved using VLQs with asymptotically zero feedback rate as P -> infinity. Our results show that VLQs can significantly improve upon the traditional FLQs that require infinite feedback rate to achieve the outage probability or the diversity and array gains with full-CSIT.
引用
收藏
页码:7140 / 7165
页数:26
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