Title :
A dynamic layer ordering M-paths MIMO detection algorithm and its implementation
Author :
Chen, Jianping ; Zhou, En ; Hou, Xiaolin ; Zhang, Zhan ; Kayama, Hidetoshi
Abstract :
During the past decade, multiple-input-multiple-output (MIMO) systems have received a significant attention because of its promising capacity increase over single-input-single-output (SISO) systems. In this paper, as a key technology, we present a novel M-paths MIMO detection algorithm with dynamic-layer-ordering for spatial-multiplexing MIMO systems over rich scattering wireless environment. This algorithm obtains a near-ML detection performance (e.g., only 0.2 dB performance degradation for 4-TX and 4-RX MIMO with 16 QAM) with a much lower computational complexity compared to the ML detection. We also develop an recursive procedure for dynamic-layer-ordering and reduce the ordering complexity from O(NT 4) to O(NT 3), where NT is the number of TX antennas. In order to verify the feasibility and performance, a pipelined structure is designed and implemented in FPGA with limited hardware resources and a 200 Mbps throughput.
Keywords :
MIMO communication; maximum likelihood detection; multiplexing; recursive estimation; FPGA hardware resource; M-path MIMO detection algorithm; ML detection performance; bit rate 200 Mbit/s; dynamic layer ordering scheme; maximum likelihood detection; multiple-input-multiple-output system; pipelined structure design; recursive procedure; scattering wireless environment; spatial-multiplexing system; transmitting antenna; AWGN; Computational complexity; Degradation; Detection algorithms; Field programmable gate arrays; Heuristic algorithms; MIMO; Receiving antennas; Scattering; Vectors;
Conference_Titel :
Communications, 2008. APCC 2008. 14th Asia-Pacific Conference on
Conference_Location :
Tokyo
Print_ISBN :
978-4-88552-232-1
Electronic_ISBN :
978-4-88552-231-4