Title :
A new beamforming design based on random matrix theory for weighted sum-rate maximization in interference channels
Author :
Sang-Rim Lee ; Han-Bae Kong ; Haewook Park ; Inkyu Lee
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we propose a new distributed approach for designing the beamforming vectors based on virtual signal-to-interference-plus-noise ratio (VSINR) for weighted sum-rate (WSR) maximization in multiple-input single-output interference channels. Recently, it was shown that by adaptively adjusting parameters which control the leakage interference according to channel realizations and the signal-to-noise ratio (SNR) level, the WSR performance can be improved compared to conventional methods with fixed parameters. However, due to an iterative procedure for each channel realization, this approach requires high computational complexity. To overcome this problem, by utilizing asymptotic results from random matrix theory, we propose a new low-complexity beamforming scheme with constant parameters which depend only on the channel statistics and SNR. Numerical results confirm that the proposed scheme provides the near-optimal WSR performance with much reduced system complexity.
Keywords :
array signal processing; computational complexity; optimisation; beamforming design; beamforming vectors; channel realization; computational complexity; leakage interference; multiple input single output interference channels; random matrix theory; virtual signal to interference plus noise ratio; weighted sum rate maximization; Array signal processing; Computational complexity; Interference; Receivers; Signal to noise ratio; Vectors;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2013 IEEE
Conference_Location :
Atlanta, GA
DOI :
10.1109/GLOCOM.2013.6831634