On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming

被引:1466
作者
Yoo, T [1 ]
Goldsmith, A [1 ]
机构
[1] Stanford Univ, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
broadcast channel; dirty paper coding (DPC); downlink scheduling; fair scheduling; imperfect channel state information (CSI); multiple-input/multiple-output (MIMO); multiple-input/multiple-output capacity; multiuser diversity; proportional fair; zero-forcing beamforming (ZFBF);
D O I
10.1109/JSAC.2005.862421
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
Although the capacity of multiple-input/multiple-output (MIMO) broadcast channels (BCs) can be achieved by dirty paper coding (DPC), it is difficult to implement in practical systems. This paper investigates if., for a large number of users, simpler schemes can achieve the same performance. Specifically, we show that a zero-forcing beamforming (ZFBF) strategy, while generally suboptimal, can achieve the same asymptotic sum capacity as that of DPC, as the number of users goes to infinity. In proving this asymptotic result, we provide an algorithm for determining which users should be active under ZFBF. These users are semiorthogonal to one another and can be grouped for simultaneous transmission to enhance the throughput of scheduling algorithms. Based on the user grouping, we propose and compare two fair scheduling schemes in round-robin ZFBF and proportional-fair ZFBF. We provide numerical results to confirm the optimality of ZFBF and to compare the performance of ZFBF and proposed fair scheduling schemes with that of various MIMO BC strategies.
引用
收藏
页码:528 / 541
页数:14
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