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Group, Lattice and Polar Codes for Multi-terminal Communications.

机译:用于多终端通信的组,格和极性码。

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摘要

We study the performance of algebraic codes for multi-terminal communications.This thesis consists of three parts: In the rst part, we analyze the performance ofgroup codes for communications systems. We observe that although group codes arenot optimal for point-to-point scenarios, they can improve the achievable rate regionfor several multi-terminal communications settings such as the Distributed SourceCoding and Interference Channels. The gains in the rates are particularly signicantwhen the structure of the source/channel is matched to the structure of the underlyinggroup. In the second part, we study the continuous alphabet version of group/linearcodes, namely lattice codes. We show that similarly to group codes, lattice codescan improve the achievable rate region for multi-terminal problems. In the third partof the thesis, we present coding schemes based on polar codes to practically achievethe performance limits derived in the two earlier parts. We also present polar codingschemes to achieve the known achievable rate regions for multi-terminal communicationsproblems such as the Distributed Source Coding, the Multiple DescriptionCoding, Broadcast Channels, Interference Channels and Multiple Access Channels.
机译:本文研究了多终端通信中代数编码的性能。本文共分三个部分:第一部分,分析了通信系统中群码的性能。我们观察到,尽管组码对于点对点方案不是最佳的,但是它们可以提高一些多终端通信设置(例如分布式源编码和干扰信道)的可达到的速率区域。当源/通道的结构与基础组的结构匹配时,速率的增益就特别重要。在第二部分中,我们研究组/线性码的连续字母版本,即格码。我们证明,与群码相似,晶格码可以提高多端子问题可达到的速率区域。在论文的第三部分中,我们提出了基于极性码的编码方案,以实际实现在前两个部分中得出的性能极限。我们还提出了极性编码方案,以实现已知的可用于多终端通信问题的速率区域,例如分布式源编码,多描述编码,广播信道,干扰信道和多路访问信道。

著录项

  • 作者

    Ghasemian Sahebi Aria;

  • 作者单位
  • 年度 2014
  • 总页数
  • 原文格式 PDF
  • 正文语种 en_US
  • 中图分类

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