Title :
A partial inter-layer parallel sphere decoder for multiple-input multiple-output systems
Author :
Adong Fan ; Xiaowei Qin ; Xuchu Dai
Author_Institution :
Dept. of Electron. Eng. & Inf. Sci., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
This paper presents a novel parallel breadth-first detection scheme for Multiple-Input Multiple-Output (MIMO) systems called Partial Inter-layer Parallel Sphere Decoder (PIPS-D). By introducing a new form of complex-to-real lattice transformation, the proposed algorithm can simultaneously compute every two adjacent layers of the equivalent search tree, thus significantly reducing the total execution time. Besides, local sorting and fast combination are applied to further speed up and simplify the decoding process. Testing results on Xilinx Virtex 6 FPGA show that at the cost of less than 2dB BER performance loss, the proposed algorithm can achieve 356 Mbps throughput for 4×4 16QAM MIMO systems, which is far beyond traditional detection schemes such as SD and K-best.
Keywords :
MIMO communication; decoding; error statistics; field programmable gate arrays; quadrature amplitude modulation; tree searching; BER performance loss; PIPS-D; QAM MIMO system; Xilinx Virtex 6 FPGA; bit error rate; decoding process; equivalent search tree; field programmable gate array; multiple-input multiple-output system; parallel breadth-first detection scheme; partial interlayer parallel sphere decoder; Bit error rate; Complexity theory; Decoding; MIMO; Measurement; Sorting; Vectors; FPGA; MIMO; parallel; sphere decoder;
Conference_Titel :
Wireless Communications and Signal Processing (WCSP), 2014 Sixth International Conference on
Conference_Location :
Hefei
DOI :
10.1109/WCSP.2014.6992060