A LOW -COMPLEXITY ZERO-FORCING BEAMFORMER DESIGN FOR MULTIUSER MIMO SYSTEMS VIA A DUAL GRADIENT METHOD

被引:0
作者
Li, Bin [1 ]
Dam, Hai Huyen [1 ]
Cantoni, Antonio [2 ]
机构
[1] Curtin Univ, Dept Math & Stat, GPO Box U1987, Perth, WA 6845, Australia
[2] Univ Western Australia, Sch Elect Elect & Comp Engn, 35 Stirling Highway, Crawley, WA 6009, Australia
来源
NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION | 2016年 / 6卷 / 03期
关键词
Zero-forcing beamforming; MIMO systems; a gradient method; a backtracking line search;
D O I
10.3934/naco.2016012
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we consider the zero-forcing beamforming (ZFBF) under the per-antenna power constraints (PAPC). Our objective is to maximize the minimum user information rate. Traditionally, ZFBF under PAPC with a max-min performance measure can be transformed into a second order cone problem and then solved by applying the interior point method. However, it is expensive to realize this design in practice due to high computational complexity per iteration. An alternative low complexity zero-forcing beamformer design is proposed for MU-MIMO systems by applying a dual gradient method. Different from the step size rule in the literature, a backtracking line search is adopted. A numerical example is provided to show the effectiveness of the proposed method.
引用
收藏
页码:297 / 304
页数:8
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