Title :
High-performance turbo-MIMO system design with iterative soft-detection and decoding
Author :
Der-Wei Yang ; Jing-Shiun Lin ; Shih-Hao Fang ; Chia-Fen Lin ; Ming-Der Shieh
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
In turbo-multiple-input multiple-output (Turbo-MIMO) systems, the soft-output MIMO detector can provide the priori information to the turbo decoder. Unfortunately, if Rayleigh fading channels are applied, the induced unreliable priori information would cause the system performance degradation. In this paper, we proposed an iterative method to acquire the high reliability priori information from MIMO soft-detector in Turbo-MIMO systems. Similar to the conventional updating rules in the turbo decoding algorithm, we utilize the extrinsic information from the turbo decoder to update the log-likelihood ratios (LLRs) based on log-MAP algorithm in the list sphere decoding (LSD) algorithm. To reduce the overall computational complexity, different iteration profiles are also discussed. Simulation results show that the proposed Turbo-MIMO system can significantly improve the system performance compared to that of the conventional Turbo-MIMO system.
Keywords :
MIMO communication; Rayleigh channels; communication complexity; decoding; iterative decoding; telecommunication network reliability; turbo codes; LSD algorithm; Rayleigh fading channels; computational complexity; high reliability priori information; high-performance turbo-MIMO system design; iteration profiles; iterative method; iterative soft decoding; iterative soft-detection; list sphere decoding algorithm; log-MAP algorithm-based LLR; log-MAP algorithm-based log-likelihood ratios; soft-output MIMO detector; system performance degradation; turbo decoding algorithm; turbo-multiple-input multiple-output systems; unreliable priori information; Detectors; Iterative decoding; MIMO; Maximum likelihood decoding; System performance; Vectors;
Conference_Titel :
Signal & Information Processing Association Annual Summit and Conference (APSIPA ASC), 2012 Asia-Pacific
Conference_Location :
Hollywood, CA
Print_ISBN :
978-1-4673-4863-8