作者
Shuai Zhang, Bo Yin, Yu Cheng, Lin X Cai, Sheng Zhou, Zhisheng Niu, Hangguan Shan
发表日期
2020/11/25
期刊
IEEE Transactions on Vehicular Technology
卷号
69
期号
12
页码范围
15370-15384
出版商
IEEE
简介
This paper presents an energy-efficient downlink precoding scheme in a multi-cell Massive MIMO system. We approach the precoder design problem to maximize the system energy efficiency by jointly considering power control, interference management, antenna switching and user throughput in a cluster of base stations. This is computationally difficult as it requires solving a sparsity-inducing non-convex optimization problem, which is NP-hard. To alleviate the solution complexity, first a stochastic smooth approximation of zero-norm is applied in the antenna power management to enable fast, gradient-based algorithms. For efficient convergence, we develop a novel optimization algorithm combining augmented multiplier (AM) and quadratic programming (QP), and show how this scheme permits decentralized implementation by offloading parts of the computation to the individual base stations to reduce …
引用总数
20212022202320242111
学术搜索中的文章
S Zhang, B Yin, Y Cheng, LX Cai, S Zhou, Z Niu… - IEEE Transactions on Vehicular Technology, 2020