On MMSE Vector-Perturbation Precoding for MIMO Broadcast Channels With Per-Antenna-Group Power Constraints

被引:12
|
作者
Mazrouei-Sebdani, Mahmood [1 ,2 ]
Krzymien, Witold A. [1 ,2 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
[2] Telecommun Res Labs, Edmonton, AB T5K 2M5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
p-sphere encoder; minimum mean-square error (MMSE) vector perturbation; multiple-input multiple-output broadcast channel (MIMO-BC); per-antenna-group power constraints; vector perturbation precoding; MULTIANTENNA MULTIUSER COMMUNICATION; CAPACITY; RATES;
D O I
10.1109/TSP.2013.2253770
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
Recently, studies on suboptimal precoding techniques for multiple-input multiple-output broadcast channels (MIMO-BC), which achieve performance near to that of the dirty paper coding (DPC), have drawn attention to vector perturbation (VP) precoding. In practice, each antenna or more generally each antenna group has its own limit on the transmitted power, which makes per-antenna-group power constraints more meaningful than the sum power constraint. In this paper, we introduce an optimization technique for VP precoding employing the minimum mean-square error (MMSE) criterion with per-antenna-group power constraints. This technique is inspired by the p-sphere encoding in a sense that it involves finding the node with the lowest mean-square error (MSE) over a lattice. We demonstrate that the MSE metric, as well as the p-norm one, can be enclosed in a proper Frobenius-norm ball. This Frobenius-norm ball shrinks until it captures the perturbing vector minimizing the MSE. Numerical results show that the proposed algorithm outperforms conventional VP precoding and the p-sphere encoding, but at higher complexity. Consequently, we investigate a couple of simplified techniques employing the MMSE criterion, which perform almost as well as the proposed precoding technique, but are less complex.
引用
收藏
页码:3745 / 3751
页数:7
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