DocumentCode :
858248
Title :
On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming
Author :
Yoo, Taesang ; Goldsmith, Andrea
Author_Institution :
Stanford Univ., CA, USA
Volume :
24
Issue :
3
fYear :
2006
fDate :
3/1/2006 12:00:00 AM
Firstpage :
528
Lastpage :
541
Abstract :
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.
Keywords :
MIMO systems; antenna arrays; broadcast channels; channel capacity; channel coding; diversity reception; multiuser channels; scheduling; DPC; MIMO broadcast channel; ZFBF; channel capacity; dirty paper coding; multiantenna broadcast scheduling; multiple-input-multiple-output; multiuser diversity; proportional-fair ZFBF; round-robin ZFBF; zero-forcing beamforming strategy; Array signal processing; Base stations; Broadcasting; Downlink; H infinity control; MIMO; Receiving antennas; Throughput; Time division multiple access; Transmitting antennas; 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);
fLanguage :
English
Journal_Title :
Selected Areas in Communications, IEEE Journal on
Publisher :
ieee
ISSN :
0733-8716
Type :
jour
DOI :
10.1109/JSAC.2005.862421
Filename :
1603708
Link To Document :
بازگشت