DocumentCode :
2015063
Title :
Parallel maximum likelihood decoding of the golden code on low-power SIMD coprocessor
Author :
Amani, E. ; Djouani, Karim ; Kurien, A.
Author_Institution :
Dept. of Electr. Eng., Tshwane Univ. of Technol. (TUT), Pretoria, South Africa
fYear :
2013
fDate :
25-28 Feb. 2013
Firstpage :
1168
Lastpage :
1172
Abstract :
The Golden Code is an optimum full-rate full-diversity STBC for 2×2 MIMO communication systems. But its optimal decoding suffers high complexity. Due to the benefits it may provide if practically implemented, reducing its decoding complexity has been of interest in recent research. One of the decoders with reduced complexity that have been proposed lately has essentially ML performance and achieves a worst-case complexity of O(N2), where N is the underlying QAM constellation size. In this paper, a parallel implementation approach for this fast essentially ML decoder is proposed. This approach is mapped on low-power processors of the SIMD type, such as the ClearSpeed CSX700. The CSX700 decoding runs up to 30 times faster than sequential decoding on a CPU. This result reveals the potential to achieve real-time low-power ML decoding of the Golden Code with the use of the suitable number of processors.
Keywords :
MIMO communication; communication complexity; coprocessors; low-power electronics; maximum likelihood decoding; parallel processing; quadrature amplitude modulation; space-time block codes; telecommunication computing; ClearSpeed CSX700 decoding; Golden Code; MIMO communication systems; QAM constellation size; SIMD-type low-power processors; computational complexity; decoding complexity reduction; low-power ML decoding performance; low-power SIMD coprocessor; optimum full-rate full-diversity STBC; parallel implementation approach; parallel maximum likelihood decoding; single-instruction multiple data; space-time block code; Complexity theory; MONOS devices; Maximum likelihood decoding; Phase shift keying; Program processors; Quadrature amplitude modulation; Golden Code; Space-Time Block Code (STBC); maximum likelihood (ML) decoding; parallel decoding; single instruction multiple data (SIMD);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Technology (ICIT), 2013 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4673-4567-5
Electronic_ISBN :
978-1-4673-4568-2
Type :
conf
DOI :
10.1109/ICIT.2013.6505838
Filename :
6505838
Link To Document :
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