Distributed resource allocation for MISO downlink systems via the alternating direction method of multipliers

被引:8
|
作者
Joshi, Satya Krishna [1 ]
Codreanu, Marian [1 ]
Latva-aho, Matti [1 ]
机构
[1] Univ Oulu, Ctr Wireless Commun, FI-90014 Oulu, Finland
关键词
Distributed optimization; Multicell networks; Minimum power beamforming; Signal-to-interference-plus-noise ratio (SINR) balancing; Alternating direction method of multipliers (ADMM); Dual decomposition; Second-order cone program (SOCP); MULTIUSER; OPTIMIZATION;
D O I
10.1186/1687-1499-2014-1
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
We provide distributed algorithms for the radio resource allocation problem in multicell downlink multi-input single-output systems. Specifically, the problems of (1) minimizing total transmit power subject to signal-to-interference-plus-noise ratio (SINR) constraints of each user and (2) SINR balancing subject to total transmit power constraints are considered. We propose a consensus-based distributed algorithm and the fast solution method via alternating the direction method of multipliers. First, we derive a distributed algorithm for minimization of total transmit power. Then, in conjunction with the bracketing method, a distributed algorithm for SINR balancing is derived. Numerical results show that the proposed distributed algorithms achieve the optimal centralized solution.
引用
收藏
页数:19
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