Title :
Improved Markov Chain MBER Detection for Steered Linear Dispersion Coded MIMO Systems
Author :
Sugiura, Shinya ; Wu, Nan ; Hanzo, Lajos
Author_Institution :
Sch. of ECS, Univ. of Southampton, Southampton
Abstract :
In this paper, we present an iterative Markov chain Minimum Bit Error Rate (MC-MBER) detection aided steered Linear Dispersion Coded (LDC) structure, which amalgamates three different Multiple-Input Multiple-Output (MIMO) functions, namely Space-Time Coding (STC), Spatial Division Multiplexing (SDM) and beamforming. Furthermore, the concept of using a novel a priori Log Likelihood Ratio (LLR) threshold based technique is invoked for the sake of further reducing the computational complexity imposed. Both the EXtrinsic Information Transfer (EXIT) chart analysis and our BER performance results demonstrate that the achievable performance is substantially improved upon increasing the number of iterations I. At BER = 1times10-4, the required Eb/N0 value is about 2.4 dB apart from that of the maximum achievable rate in conjunction with l = 10 in a rank-deficient system transmitting Q = 6 QPSK modulated streams in Q = 2 symbol durations with the aid of N = 2 receive antennas and M = 2 transmit antenna arrays, where each of the arrays is composed of L = 2 antenna elements. It is demonstrated that the computational complexity of the a priori LLR threshold assisted MC-MBER detector is reduced by 38% at BER = 1.4times10-5 in comparison to that of the MC-MBER detector dispensing with the thresholding technique.
Keywords :
MIMO communication; Markov processes; antenna arrays; array signal processing; error statistics; iterative methods; space division multiplexing; space-time codes; EXIT chart analysis; MIMO function; Markov chain MBER detection; a priori log likelihood ratio threshold; antenna elements; beamforming; extrinsic information transfer; iterative Markov chain minimum bit error rate detection; multiple-input multiple-output functions; receive antennas; space-time coding; spatial division multiplexing; steered linear dispersion coded MIMO systems; steered linear dispersion coded structure; transmit antenna arrays; Antenna arrays; Array signal processing; Bit error rate; Computational complexity; Detectors; Information analysis; MIMO; Performance analysis; Receiving antennas; Transmitting antennas;
Conference_Titel :
Vehicular Technology Conference, 2009. VTC Spring 2009. IEEE 69th
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-2517-4
Electronic_ISBN :
1550-2252
DOI :
10.1109/VETECS.2009.5073591