Simplified MMSE Detectors for Turbo Receiver in BICM MIMO Systems |
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Authors: | Juan Han Chao Tang Qiu-Ju Wang Zi-Yuan Zhu Shan Tang |
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Affiliation: | 1. Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology Chinese Academy of Sciences, Beijing 100190, China;Beijing Sylincom Technologies Co., Ltd., Beijing 100190, China 2. School of Instrumentation Science and Opto-Electronics Engineering, Beihang University, Beijing 100191, China;Beijing Science and Technology Information Center, Beijing 100035, China |
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Abstract: | In this article, two methods adopting simplified minimum mean square error (MMSE) filter with soft parallel interference cancellation (SPIC) are discussed for turbo receivers in bit interleaved coded modulation (BICM) multiple-input multiple-output (MIMO) systems. The proposed methods are utilized in the non-first iterative process of turbo receiver to suppress residual interference and noise. By modeling the components of residual interference after SPIC plus the noise as uncorrelated Gaussian random variables, the matrix inverse for weighting vector of conventional MMSE becomes unnecessary. Thus the complexity can be greatly reduced with only slight performance deterioration. By introducing optimal ordering to SPIC, performance gap between simplified MMSE and conventional MMSE further narrows. Monte Carlo simulation results confirm that the proposed algorithms can achieve almost the same performance as the conventional MMSE SPIC in various MIMO configurations, but with much lower computational complexity. |
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Keywords: | bit interleaved coded modulation multiple-input multiple-output ordered soft parallel interference cancellation soft parallel interference cancellation simplified minimum mean square error turbo receiver |
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