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A low complexity iterative multiuser detector for LDPC-coded TDRSS return link MA service

机译:用于LDPC编码的TDRSS返回链路MA服务的低复杂度迭代多用户检测器

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In coded multiuser tracking and data relay satellite system (TDRSS) return link, multiple access interference and inter-symbol interference are major impediment to reliable communication. While the optimal soft-input soft-output multiuser detection scheme results in a prohibitive computational complexity. In this paper, a simplified hard-input soft-output (HISO) scheme for low-density parity-check (LDPC) coded multiuser TDRS system is proposed. The hard decisions of multiuser detection are used as the initial values of the decoding method. After each iteration, the hard output of log-likelihood ratio (LLR) belief propagation (BP) decoding algorithm is fed back as the input of decoding for the next iteration. Furthermore, interleaving is not a necessary part in the proposed method. The computational complexity is much lower than the optimal algorithm. However, simulation results show that the performance of the proposed scheme approaches that of the single-user system for moderate to high signal-to-noise ratios (SNRs).
机译:在编码的多用户跟踪和数据中继卫星系统(TDRSS)返回链路中,多址干扰和符号间干扰是可靠通信的主要障碍。最佳的软输入软输出多用户检测方案导致了令人难以置信的计算复杂性。本文针对低密度奇偶校验(LDPC)编码的多用户TDRS系统,提出了一种简化的硬输入软输出(HISO)方案。多用户检测的硬决策被用作解码方法的初始值。每次迭代后,对数似然比(LLR)置信传播(BP)解码算法的硬输出将作为下一次迭代的解码输入被反馈。此外,在所提出的方法中交织不是必需的部分。计算复杂度远低于最佳算法。然而,仿真结果表明,对于中等到高的信噪比(SNR),所提出的方案的性能接近单用户系统的性能。

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