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M-ary Coded Mouldation Assisted Genetic Algorithm Based Multiuser Detection for CDMA Systems

机译:基于m-ary编码模型辅助遗传算法的CDma系统多用户检测

摘要

In this contribution we propose a novel M-ary Coded Modulation assisted Genetic Algorithm based Multiuser Detection (CM-GA-MUD) scheme for synchronous CDMA systems. The performance of the proposed scheme was investigated using Quadrature-Phase-Shift-Keying (QPSK), 8-level PSK (8PSK) and 16-level Quadrature Amplitude Modulation (16QAM) when communicating over AWGN and narrowband Rayleigh fading channels. When compared with the optimum MUD scheme, the GAMUD subsystem is capable of reducing the computational complexity significantly. On the other hand, the CM subsystem is capable of obtaining considerable coding gains despite being fed with sub-optimal information provided by the GA-MUD output.
机译:在此贡献中,我们提出了一种用于同步CDMA系统的新颖的M进制编码调制辅助遗传算法基于多用户检测(CM-GA-MUD)方案。通过AWGN和窄带瑞利衰落信道进行通信时,使用正交相移键控(QPSK),8级PSK(8PSK)和16级正交幅度调制(16QAM)研究了所提出方案的性能。与最佳MUD方案相比,GAMUD子系统能够显着降低计算复杂度。另一方面,尽管CM子系统收到了GA-MUD输出提供的次优信息,但仍能够获得可观的编码增益。

著录项

  • 作者

    Ng S.X.; Yen K.; Hanzo L.;

  • 作者单位
  • 年度 2003
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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