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Efficient SIC-MMSE MIMO detection with three iterative loops
Affiliation:1. Dawood University of Engineering and Technology, Pakistan;2. IT Convergence Research Center, Division of Electronics Engineering, Chonbuk National University, 567 Baekjae-daero, Jeonju, Republic of Korea;1. School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China;2. Science and Technology on Aircraft Control Laboratory, Beihang University, Beijing 100191, China;1. State University of Mato Grosso - UNEMAT, Department of Computing, Santa Rita Street 128, Alto Araguaia, Brazil;2. São Paulo State University - UNESP, Department of Electrical Engineering, Brasil Avenue 56, Ilha Solteira, Brazil;3. State University of Mato Grosso do Sul - UEMS, Department of Mathematics, Rodovia MS 306 KM 06, Cassilândia, Brazil;4. São Paulo State University - UNESP, Department of Mathematics, Brasil Avenue 56, Ilha Solteira, Brazil
Abstract:In this paper, we propose an efficient joint iterative detection and decoding (JIDD) scheme with a soft interference cancellation minimum mean squared error (SIC-MMSE) based method for a turbo coded multiple-input multiple-output (MIMO) system. In the proposed method, we activate a loop inside the SIC-MMSE based MIMO detection process in addition to the iterative loop between the MIMO detector and turbo decoder, so that the iteration inside the SIC-MMSE detection can be performed in parallel to the iterations inside the turbo decoder. Subsequently, soft outputs from each loop is exchanged for next further iteration, and this makes three iterative loops in total. In comparison with the conventional JIDD schemes, employing additional loop inside the MIMO detection process largely contributes to enhance the performance. In addition, the additional loop speeds up the performance convergence and eventually requires smaller overall computational complexity at the same performance.
Keywords:Multiple-input multiple-output (MIMO)  Joint iterative detection and decoding (JIDD)  Soft MIMO detection  MMSE detection
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