基于出口图的空间调制LDPC码设计

Hong Liu, Jianping Zheng, Jinfang Dou, B. Bai
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引用次数: 9

摘要

利用外部信息传输(EXIT)图技术研究了空间调制(SM)的低密度校验码优化问题。首先,对于SM的最大后验概率检测器(MAP),通过蒙特卡罗模拟对其EXIT图进行表征。然后,将检测节点解码器曲线与检测节点和变节点解码器组合曲线进行匹配,得到最优度分布;仿真结果表明,在4×4和16×16多天线系统中,与普通码和加性高斯白噪声信道下的优化码相比,优化码的性能提高了0.3 ~ 1.3 dB。
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EXIT-chart-based LDPC code design for spatial modulation
The low-density parity-check (LDPC) code optimization for spatial modulation (SM) is studied using the extrinsic information transfer (EXIT) chart technique. First, for the maximum a posteriori probability (MAP) detector of the SM, its EXIT chart is characterized through Monte Carlo simulations. Then, the optimized degree distribution is acquired by matching the check node decoder curve to the combined detector and variable node decoder curve. Simulation results show that these optimized codes have performance gains from 0.3 to 1.3 dB, compared with the regular code and the optimized code for the additive Gaussian white noise channel, in 4×4 and 16×16 multiple-antenna systems.
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