Title :
Joint Transceiver Optimization for Multiuser MIMO Relay Communication Systems
Author :
Khandaker, Muhammad R A ; Rong, Yue
Author_Institution :
Dept. of Electr. & Comput. Eng., Curtin Univ., Bentley, WA, Australia
Abstract :
In this paper, we address the optimal source, relay, and receive matrices design for linear non-regenerative uplink multiuser multiple-input multiple-output (MIMO) relay communication systems. The minimum mean-squared error (MMSE) of the signal waveform estimation at the destination node is adopted as our design criterion. We develop two iterative methods to solve the highly nonconvex joint source, relay, and receiver optimization problem. In particular, we show that for given source precoding matrices, the optimal relay amplifying matrix diagonalizes the source-relay-destination channel. While for fixed relay matrix and source matrices of all other users, the source matrix of each user has a general beamforming structure. Simulation results demonstrate that the proposed iterative source and relay optimization algorithms perform much better than existing techniques in terms of both MSE and bit-error-rate.
Keywords :
MIMO communication; array signal processing; concave programming; error statistics; iterative methods; least mean squares methods; matrix algebra; precoding; radio transceivers; source coding; MMSE; beamforming structure; bit-error-rate; destination node; fixed relay matrix; iterative methods; iterative source-relay optimization algorithms; joint transceiver optimization; linear nonregenerative uplink multiuser multiple-input multiple-output system; minimum mean-squared error; multiuser MIMO relay communication systems; nonconvex joint source relay; optimal relay amplifying matrix; receive matrices design; receiver optimization problem; signal waveform estimation; source matrices; source precoding matrices; source-relay-destination channel; Joints; MIMO; Optimization; Relays; Transceivers; Vectors; MIMO relay; MMSE; multiuser; two-hop relay;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2012.2212013