DocumentCode :
1274244
Title :
A Low-Complexity Solution to Decode Diversity-Oriented Block Codes in MIMO Systems with Inter-Symbol Interference
Author :
Xu, Chong ; Gharavi, Hamid
Author_Institution :
Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA
Volume :
11
Issue :
10
fYear :
2012
fDate :
10/1/2012 12:00:00 AM
Firstpage :
3574
Lastpage :
3587
Abstract :
In this paper we first propose a block-code based general model to combat the Inter-Symbol Interference (ISI) caused by frequency selective channels in a Multi-Input Multi-Output (MIMO) system and/or by asynchronous cooperative transmissions. The general model is not only exemplified by the Time-Reversed Space-Time Block Code (TR-STBC) scheme, but also by the Asynchronous Cooperative Liner Dispersion Codes (ACLDC) scheme. In these schemes a guard interval has to be inserted between adjacent transmission blocks to mitigate the effect of ISI. Consequently, this could degrade the effective symbol rate for a small block size. A larger block size would enhance the effective symbol rate and also substantially increase the decoding complexity. In the general model proposed in this paper, we further present a novel low-complexity breadth-adjustable tree-search algorithm and compare it with Sphere-Decoding (SD) based algorithms. With simulation results we will illustrate that our algorithm is able to achieve the optimal performance in terms of Bit Error Rate (BER) with a complexity much lower than the SD-based algorithms, whether the ACLDC or TR-STBC scheme is employed. Through simulations we further demonstrate that when the block size of the ACLDC is equivalent to 20, the complexity of the proposed algorithm is only a fraction of 10-8 that of the Maximum Likelihood (ML) algorithm. This would allow us to practically enhance the effective symbol rate without any performance degradation.
Keywords :
MIMO communication; cooperative communication; error statistics; intersymbol interference; maximum likelihood decoding; space-time block codes; ACLDC scheme; BER; ISI; MIMO systems; TR-STBC scheme; asynchronous cooperative liner dispersion codes; asynchronous cooperative transmissions; bit error rate; diversity-oriented block codes; frequency selective channels; inter-symbol interference; low-complexity breadth-adjustable tree-search algorithm; low-complexity solution; maximum likelihood algorithm; multi-input multi-output system; sphere-decoding based algorithms; time-reversed space-time block code; Block codes; Complexity theory; Decoding; Linear programming; MIMO; Transmitting antennas; Vectors; Inter-symbol Interference (ISI); Linear Dispersion Code (LDC); Maximum Likelihood (ML) algorithm; Multi Input Multi Output (MIMO); Time-Reversed Space-Time Block Code (TR-STBC); Viterbi Algorithm (VA); asynchronous cooperative transmission; sphere decoding algorithm; tree-search detection algorithm;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/TWC.2012.081612.111819
Filename :
6287531
Link To Document :
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