Title :
Low-complexity soft-output K-Best MIMO decoder in 2×2 spatial multiplexing system
Author :
Adiono, Trio ; Dwiyasa, Felis
Author_Institution :
Sekolah Teknik Elektro dan Informatika, Inst. Teknol. Bandung, Bandung, Indonesia
Abstract :
This paper presents algorithm of low-complexity K-Best MIMO decoder algorithm applied in 2×2 spatial multiplexing system with 64-QAM modulation. Low computational complexity in the proposed algorithm is achieved by separating real and imaginary computation. We also discovered that some complex-value multiplications can be reduced into two real-value multiplications without affecting performance. These improvements increase the suitability of K-Best algorithm to be applied in real-time VLSI implementation. Finally, we verified the proposed K-Best algorithm performance and compared it with the performance of conventional algorithm in term of Bit Error Rate (BER) using IEEE 802.16-2009 WiMAX system as an implementation platform. The proposed algorithm can achieve computational reduction in Partial Euclidean Distance (PED) calculation as high as 57.78% for real-value adders and 74.93% for real-value multipliers compared with conventional K-Best.
Keywords :
MIMO communication; VLSI; WiMax; adders; computational complexity; decoding; error statistics; quadrature amplitude modulation; space division multiplexing; 2×2 spatial multiplexing system; 64-QAM modulation; BER; IEEE 802.16-2009 WiMAX system; PED calculation; bit error rate; complex-value multiplications; computational complexity; imaginary computation; low-complexity soft-output k-best MIMO decoder; multiple-input multiple-output technique; partial euclidean distance calculation; real computation; real-value adders; real-value multiplications; realtime VLSI implementation; Adders; Complexity theory; Decoding; MIMO; Matrix decomposition; Multiplexing; Vectors; K-Best; MIMO decoder; MLD; WiMAX;
Conference_Titel :
Telecommunication Systems, Services, and Applications (TSSA), 2012 7th International Conference on
Conference_Location :
Bali
Print_ISBN :
978-1-4673-4549-1
DOI :
10.1109/TSSA.2012.6366058