Title :
SINR-Based Transceiver Design in the K-User MIMO Interference Channel Using Multi-Objective Optimization
Author :
Toutounchian, Milad Amir ; Vaughan, Rodney
Author_Institution :
Sch. of Eng. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
The K-user interference channel describes K wireless pairs sharing the same spectrum simultaneously through the use of multiple antennas. In this paper, we present fast joint beamformer design to simultaneously minimize leakage interference (LI) and maximize both the individual signal powers (SPs) and the SINRs. This is a multi-objective, multi- variable problem which is treated here for the first time. We show that a fixed point of a nonexpansive vector field is guaranteed. This fixed point is a solution because it is a stationary point of the equally weighted sum of objective functions. Moreover, this stationary point ensures a minimum quality of service (QoS) for all users. Simulation demonstrates that the solution of the LI-SP-SINR problem is superior to max min SINR by having both a lower symbol error rate and a higher sum rate. Finding the solution also has lower complexity than MSE minimization and the max min SINR problem.
Keywords :
MIMO communication; antenna arrays; array signal processing; interference suppression; quality of service; radio transceivers; K-user MIMO interference channel; LI-SP-SINR problem; MSE minimization; QoS; SINR-based transceiver design; fast joint beamformer design; leakage interference minimization; max min SINR; multiobjective multivariable problem; multiobjective optimization; multiple antennas; nonexpansive vector field; quality of service; signal power maximization; spectrum sharing; sum rate; symbol error rate; wireless pairs; Interference channels; Joints; MIMO; Minimization; Optimization; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2013 IEEE 78th
Conference_Location :
Las Vegas, NV
DOI :
10.1109/VTCFall.2013.6692414