Asymptotic performance analysis of LDPC coded iterative multi-user detection schemes with EXIT charts

Dongchang Hu, Lin Wang, Qinfang Wei
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Abstract

The threshold determinations of system parameters in LDPC coded multi-user detection algorithm are investigated with EXIT Charts in this paper. It is showed that the tolerable maximal cross correlation coefficient of the iterative detection algorithm is about 0.7, and under the proper cross correlation coefficient it is found that the minimum signal to noise ratios (SNR) converges with the user number in the cell, which indicates the successful cancellation of the MAI among users. Simulation results also show the minimum signal to noise ratios' linear increases with the code rate, which illuminates that the code rate will have more influence on the system performance once the cross correlation matrix is fixed.
具有EXIT图的LDPC编码迭代多用户检测方案的渐近性能分析
本文利用EXIT图研究了LDPC编码多用户检测算法中系统参数阈值的确定。结果表明,迭代检测算法的可容忍最大互相关系数约为0.7,在适当的互相关系数下,最小信噪比(SNR)与小区内的用户数收敛,表明用户间的相互干扰消除成功。仿真结果还表明,最小信噪比随码率的增加呈线性增长,说明当相互关矩阵一定时,码率对系统性能的影响更大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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