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A Low-density Parity-check Codes LDPC based Hybrid Multiuser Detection Method for DS-UWB System

机译:一种基于低密度奇偶校验码的LDPC DS-UWB系统混合多用户检测方法

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摘要

With the development of ultra wideband (UWB) technologies, the multiple access UWB system has been a hot research topic. In this article, an efficient multiuser detector based on Low-Density Parity-Check Codes (LDPC) codes is proposed for direct-sequence ultra-wideband systems in Inter-satellite communication. To implement the hybrid receiver, code mapping and K-means clustering proposed by the author to further eliminate the multiuser interference and provide better detection performance. LDPC codes can achieve performance approaching the Shannon limit when decoded using an iterative probabilistic algorithm. In addition to their simple descriptions of code structure and fully parallelizable decoding implementations, such codes have attracted much attention particularly in the field of coding theory. Simulation results show the proposed new hybrid multiuser receiver possesses better detection performance.
机译:随着超宽带(UWB)技术的发展,多址UWB系统已经成为研究的热点。本文针对卫星间通信的直接序列超宽带系统,提出了一种基于低密度奇偶校验码(LDPC)码的高效多用户检测器。为了实现混合接收机,作者提出了代码映射和K-means聚类,以进一步消除多用户干扰并提供更好的检测性能。使用迭代概率算法解码时,LDPC码可以达到接近Shannon限制的性能。除了对代码结构和完全可并行化的解码实现的简单描述之外,此类代码尤其在编码理论领域引起了极大的关注。仿真结果表明,所提出的新型混合多用户接收机具有更好的检测性能。

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