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Maximum-Likelihood Sequence Detection of Multiple Antenna Systems over Dispersive Channels via Sphere Decoding

机译:球面解码在色散信道上的多个天线系统的最大似然序列检测

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摘要

Multiple antenna systems are capable of providing high data rate transmissions over wireless channels. When the channels are dispersive, the signal at each receive antenna is a combination of both the current and past symbols sent from all transmit antennas corrupted by noise. The optimal receiver is a maximum-likelihood sequence detector and is often considered to be practically infeasible due to high computational complexity (exponential in number of antennas and channel memory). Therefore, in practice, one often settles for a less complex suboptimal receiver structure, typically with an equalizer meant to suppress both the intersymbol and interuser interference, followed by the decoder. We propose a sphere decoding for the sequence detection in multiple antenna communication systems over dispersive channels. The sphere decoding provides the maximum-likelihood estimate with computational complexity comparable to the standard space-time decision-feedback equalizing (DFE) algorithms. The performance and complexity of the sphere decoding are compared with the DFE algorithm by means of simulations.
机译:多天线系统能够在无线信道上提供高数据速率传输。当信道处于分散状态时,每个接收天线处的信号都是从所有受噪声破坏的发射天线发送的当前符号和过去符号的组合。最佳接收器是最大似然序列检测器,由于计算量大(天线和信道存储器的数量呈指数形式),通常被认为实际上是不可行的。因此,在实践中,人们通常会选择一种不太复杂的次优接收机结构,通常采用均衡器来抑制符号间干扰和用户间干扰,然后是解码器。我们提出一种球面解码,用于在分散信道上的多天线通信系统中进行序列检测。球面解码可提供最大似然估计,其计算复杂度可与标准空时决策反馈均衡(DFE)算法相媲美。通过仿真,将球形解码的性能和复杂性与DFE算法进行了比较。

著录项

  • 作者

    Vikalo Haris; Hassibi Babak;

  • 作者单位
  • 年度 2002
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
  • 中图分类

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