Title :
Joint transceiver beamforming design and power allocation for multiuser MIMO systems
Author :
Liu, Qian ; Chen, Chang Wen
Author_Institution :
Dept. of Comput. Sci. & Eng., State Univ. of New York at Buffalo, Buffalo, NY, USA
Abstract :
Multi-user multiple input multiple output (MU-MIMO) system is an excellent choice for the next generation broadband communications because of its great potential in enhancing MIMO system capacity. One major challenge of such system is the jointly optimal transceiver beamforming design that maximizes the sum capacity under a total power constraint. Existing approaches have provided convex optimization solution by exploiting the duality between transmitter and receiver. However, with high computation complexity, these approaches are ineligible of practical implementation. In this paper, we aim to provide complexity efficient transceiver beamformer and power allocation design in MU-MIMO downlink (broadcast) channels. We first develop an iterative sub-optimal algorithm based on cyclic self-SINR-maximization (CSSM) beamforming design and water-filling power allocation. Comparing to convex-optimization-based (COB) approaches, the proposed solution (i.e. CSSM-WF algorithm) have insignificant sum-rate degradation but very low computational complexity and extremely fast converging speed. Trying to improve the performance of CSSM-WF algorithm, we then introduce another algorithm denoted as efficient COB (ECOB) algorithm in which CSSM-WF algorithm is used to generate a good start point for optimal COB approaches. Simulation results prove the efficiency of both proposed algorithms.
Keywords :
MIMO communication; broadcast channels; computational complexity; convex programming; iterative methods; radio transceivers; CSSM-WF algorithm; ECOB algorithm; MIMO system capacity; broadcast channels; computation complexity; convex-optimization-based approaches; cyclic self-SINR-maximization; downlink channels; efficient COB algorithm; extremely fast converging speed; iterative suboptimal algorithm; joint transceiver beamforming design; multiuser multiple input multiple output system; next generation broadband communications; total power constraint; water-filling power allocation; Algorithm design and analysis; Array signal processing; Interference; MIMO; Optimization; Resource management; Vectors; Multiuser MIMO; beamforming; cross-layer optimization; power allocation; sum-rate;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364057