DocumentCode :
3603578
Title :
MMSE-Based Transceiver Design Algorithms for Interference MIMO Relay Systems
Author :
Khoa Xuan Nguyen ; Yue Rong ; Nordholm, Sven
Author_Institution :
Dept. of Electr. & Comput. Eng., Curtin Univ. of Technol., Bentley, WA, Australia
Volume :
14
Issue :
11
fYear :
2015
Firstpage :
6414
Lastpage :
6424
Abstract :
In this paper, we investigate the transceiver design for amplify-and-forward interference multiple-input multiple-output (MIMO) relay communication systems, where multiple transmitter-receiver pairs communicate simultaneously with the aid of a relay node. The aim is to minimize the mean-squared error (MSE) of the signal waveform estimation at the receivers subjecting to transmission power constraints at the transmitters and the relay node. As the transceiver optimization problem is nonconvex with matrix variables, the globally optimal solution is intractable to obtain. To overcome the challenge, we propose an iterative transceiver design algorithm where the transmitter, relay, and receiver matrices are optimized iteratively by exploiting the optimal structure of the relay precoding matrix. To reduce the computational complexity of optimizing the relay precoding matrix, we propose a simplified relay matrix design through modifying the transmission power constraint at the relay node. The modified relay optimization problem has a closed-form solution. Simulation results demonstrate that the proposed algorithms perform better than the existing techniques in terms of both MSE and bit-error-rate.
Keywords :
MIMO communication; amplify and forward communication; computational complexity; concave programming; iterative methods; least mean squares methods; matrix algebra; precoding; radio transceivers; radiofrequency interference; relay networks (telecommunication); MMSE-based transceiver design algorithms; amplify-and-forward interference relay communication systems; computational complexity reduction; interference MIMO relay systems; interference multiple-input multiple-output relay communication systems; iterative transceiver design algorithm; matrix variables; mean-squared error minimization; modified relay optimization problem; multiple transmitter-receiver pairs; relay node; relay precoding matrix; signal waveform estimation; transceiver optimization problem; transmission power constraints; Algorithm design and analysis; Interference; MIMO; Optimization; Receivers; Relays; Transmitters; Interference channel; MIMO relay; MSE;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/TWC.2015.2453414
Filename :
7152965
Link To Document :
بازگشت