Title :
Distributed weighted sum-rate maximization in multicell MU-MIMO OFDMA downlink
Author :
Kibria, Md Golam ; Murata, Hidekazu ; Jun Zheng
Author_Institution :
Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
Abstract :
This paper considers distributed linear beamforming in downlink multicell multiuser orthogonal frequency-division multiple access networks. A fast convergent solution maximizing the weighted sum-rate with per base station (BS) transmiting power constraint is formulated. We approximate the noncon-vex weighted sum-rate maximization (WSRM) problem with a semidefinite relaxed solvable convex form by means of a series of approximation based on interference alignment (IA) analysis. The WSRM optimization is a two-stage optimization process. In the first stage, the IA conditions are satisfied. In the second stage, the convex approximation of the non-convex WSRM is obtained based on the consequences of IA, and high signal-to-interference-plus-noise ratio assumption. Compared to the conventional iterative distributed algorithms where the BSs exchange additional information at each iteration, the BSs of our proposed solution optimize their beamformers locally without reporting additional information during the iterative procedure.
Keywords :
MIMO communication; OFDM modulation; array signal processing; convex programming; iterative methods; multiuser detection; convex approximation; distributed linear beamforming; distributed weighted sum rate maximization; downlink multicell multiuser; fast convergent solution; interference alignment analysis; multicell MU MIMO OFDMA downlink; nonconvex weighted sum rate maximization; orthogonal frequency division multiple access networks; semidefinite relaxed solvable convex; Approximation methods; Array signal processing; Convergence; Downlink; Interference; Optimization; Vectors; Convex approximation; Distributed beamforming; Interference alignment; Weighted sum-rate maximization;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6884136