Title :
A simplified MMSE PSIC MIMO detector for turbo receivers
Author :
Han Juan ; Wang Qiuju ; Ren Wei ; Tang Shan ; Shi Jinglin
Author_Institution :
Inst. of Comput. Technol., Wireless Commun. Technol. Res. Center, China
Abstract :
In this paper, a low-complexity MIMO detector with parallel soft symbol interference cancellation and an MMSE filter, is proposed for a turbo receiver in BICM MIMO systems. The detector is utilized in non-first iterative process of Turbo receiver to suppress residual interference and noise. The complexity of the algorithm can be greatly reduced as the matrix inverse for weighting vector of MMSE is not necessary due to the approximation that the components of residual interference of PSIC and the noise are modeled as uncorrelated Gaussian random variables. Monte Carlo simulation results confirm that the proposed algorithm can achieve almost the same performance as the traditional MMSE PSIC, but with much lower complexity.
Keywords :
Gaussian processes; MIMO communication; Monte Carlo methods; interference suppression; least mean squares methods; radio receivers; BICM MIMO systems; Gaussian random variables; MMSE PSIC MIMO detector; MMSE filter; Monte Carlo simulation; low-complexity MIMO detector; matrix inverse; noise suppression; non-first iterative process; parallel soft symbol interference cancellation; turbo receivers; Complexity theory; Detectors; Estimation; Interference; Iterative decoding; MIMO; Receivers; BICM MIMO; MMSE; PSIC; Residual interference; Turbo Receiver;
Conference_Titel :
Communications and Networking in China (CHINACOM), 2012 7th International ICST Conference on
Conference_Location :
Kun Ming
Print_ISBN :
978-1-4673-2698-8
Electronic_ISBN :
978-1-4673-2697-1
DOI :
10.1109/ChinaCom.2012.6417460