An ADMM approach to distributed coordinated beamforming in dynamic TDD networks

• Main Author: Ardah, Khaled Nafez Rauf
• Publication Date: 2017
• Other Authors: Silva, Yuri Carvalho Barbosa, Freitas Júnior, Walter da Cruz, Cavalcanti, Francisco Rodrigo Porto, Fodor, Gábor
• Format: Conference object
• Language: eng
• Source: Repositório Institucional da Universidade Federal do Ceará (UFC)
• Download full: http://www.repositorio.ufc.br/handle/riufc/70602
• topic: Dynamic TDD; ADMM; Distributed algorithm

We consider a dynamic time division duplexing wireless network and propose a distributed coordinated beamforming algorithm based on Alternating Direction Method of Multipliers (ADMM) technique assuming the availability of perfect channel state information. Our design objective is to minimize the sum transmit power at the base stations subject to minimum signal-to-interference-plus-noise ratio (SINR) constraints for downlink mobile stations and a maximum interference power threshold for uplink mobile stations. First, we propose a centralized algorithm based on the relaxed Semidefinite Programming (SDP) technique. To obtain the beamforming solution in a distributed way, we further propose a distributed coordinated beamforming algorithm using the ADMM technique. Detailed simulation results are presented to examine the effectiveness of the proposed algorithms. It is shown that the proposed algorithm achieves better performance in terms of the design objective and converges faster than the reference algorithm based on primal decomposition.