Title :
Performance Analysis of MMSE-Based Amplify and Forward Spatial Multiplexing MIMO Relaying Systems
Author :
Song, Changick ; Lee, Kyoung-Jae ; Lee, Inkyu
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
fDate :
12/1/2011 12:00:00 AM
Abstract :
In this paper, we propose a general framework to quantify the average error probability of the minimum mean squared error based precoding schemes in amplify-and-forward relay networks where all nodes are equipped with multiple antennas. Especially, we investigate spatial multiplexing schemes which transmit multiple data streams simultaneously. Due to difficulty in finding an exact expression of the average error rate, we exploit the high signal-to-noise-ratio (SNR) based approach which allows a simple and accurate characterization of the performance. Then, we derive new closed form expressions for bit error rate performance of both the optimal source-relay joint precoding schemes and the optimal relay only precoding schemes in terms of a coding gain as well as a diversity gain. Taking a different pathloss in each hop into consideration, we evaluate the performance in a generalized environment. Through our analysis, we discuss several interesting observations and provide a helpful guideline for designing MMSE-based relaying systems. Monte-Carlo simulations show that our analytical work accurately predicts numerical results.
Keywords :
MIMO communication; Monte Carlo methods; amplify and forward communication; antenna arrays; error statistics; least mean squares methods; precoding; probability; relays; source coding; space division multiplexing; MIMO relaying system; MMSE-based amplify and forward spatial multiplexing; Monte-Carlo simulation; SNR; average error probability; average error rate; bit error rate performance; closed form expression; coding gain; diversity gain; minimum mean squared error; multiple antenna; optimal relay only precoding scheme; optimal source-relay joint precoding scheme; relay network; signal-to-noise-ratio; spatial multiplexing scheme; transmit multiple data stream; Antennas; Bit error rate; Encoding; MIMO; Relays; Signal to noise ratio; MIMO; MMSE solution; Relay systems; precoding;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2011.101011.100421