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A Low-Complexity Integration-Based MAP SISO Detector for Channel Coded MIMO-OFDM Systems

机译:基于低复杂度积分的MAP SISO信道编码MIMO-OFDM系统检测器

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In this paper, a low-complexity integration-based (LCIB) maximum a prior probability (MAP) soft-in-soft-out (SISO) detector for channel coded MIMO-OFDM systems is developed. Our developed LCIB MAP SISO detector uses novel low-complexity integration algorithms to efficiently compute the extrinsic information of the conventional optimal MAP SISO detector. As the simulation results, the iterative detection and decoding (IDD) receiver with our develop SISO detector shows almost the same BER performance and convergence behavior as compared to the IDD receiver with the conventional optimal MAP SISO detector. However, in practical applications the complexity of our developed SISO detector can be ten times less than that of the most widely used minimum mean square error-soft interference cancellation (MMSE-SIC) SISO detector.
机译:本文针对信道编码的MIMO-OFDM系统,开发了一种基于低复杂度积分的(LCIB)最大先验概率(MAP)软输入软输出(SISO)检测器。我们开发的LCIB MAP SISO检测器使用新颖的低复杂度积分算法来有效计算常规最佳MAP SISO检测器的外部信息。作为仿真结果,与使用常规最佳MAP SISO检测器的IDD接收器相比,使用我们开发的SISO检测器的迭代检测和解码(IDD)接收器显示出几乎相同的BER性能和收敛行为。但是,在实际应用中,我们开发的SISO检测器的复杂度可以比最广泛使用的最小均方误差软干扰消除(MMSE-SIC)SISO检测器的复杂度低十倍。

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