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Communicating over outage-limited multiple-antenna and cooperative wireless channels.

机译:通过中断受限的多天线和协作无线信道进行通信。

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摘要

The broad objective of this thesis is to explore the fundamental limits of communication over outage-limited wireless fading channels (including point-to-point and some multi-user scenarios), and design coding schemes that perform close to these limits.;In the first part of this thesis, we deal with the point-to-point multiple-input multiple-output (MIMO) channel. We present codes derived from lattices and cyclic division algebras that achieve the diversity-multiplexing tradeoff (DMT) of MIMO channels, and further have excellent performances in terms of codeword error probability at practical signal-to-noise ratios. Subsequently, we analyse the performance limits in terms of the DMT of such optimal codes over correlated Rayleigh and Rician MIMO channels, which model wireless channels observed in practice. We then shift our attention to receiver design, and characterize the performance of low-complexity linear MIMO receivers that are currently being considered as promising candidates for practical implementations.;Having treated the three major components of a point-to-point MIMO communication system viz., the encoder, channel and decoder, we shift our attention to multi-user problems. We first consider the single relay fading channel, and derive the DMT for finite block-length transmission under a dynamic decode and forward protocol. We also present practical codes that have excellent performance with reasonable decoding complexity for this channel. Subsequently, we consider the problem of channel state feedback in cellular systems, and model this problem as the transmission of analog sources over a MIMO-MAC (MIMO multiple access channel). We develop a framework for analyzing this problem in terms of minimizing the distortion, and come up with separated source-channel schemes and joint source-channel schemes that perform better than traditional analog feedback. The results are validated through simulations using very simple channel codes.
机译:本文的主要目标是探索在中断受限的无线衰落信道(包括点对点和某些多用户方案)上进行通信的基本限制,并设计出性能接近这些限制的编码方案。本文的第一部分,我们处理点对点多输入多输出(MIMO)信道。我们提出了从格子和循环划分代数获得的代码,这些代码实现了MIMO信道的分集复用折衷(DMT),并且在实际信噪比下,在码字错误概率方面还具有出色的性能。随后,我们在相关的瑞利和里奇MIMO信道上分析了这种最优代码的DMT的性能极限,这些信道模拟了实际观察到的无线信道。然后,我们将注意力转移到接收机设计上,并表征低复杂度的线性MIMO接收机的性能,这些接收机目前被认为是实际实现的有希望的候选者;已经处理了点对点MIMO通信系统的三个主要组成部分编码器,通道和解码器,我们将注意力转移到多用户问题上。我们首先考虑单个中继衰落信道,并在动态解码和前向协议下导出用于有限块长度传输的DMT。我们还介绍了具有出色性能的实用代码,并且该通道具有合理的解码复杂度。随后,我们考虑了蜂窝系统中的信道状态反馈问题,并将该问题建模为模拟源在MIMO-MAC(MIMO多址访问信道)上的传输。我们开发了一个框架,用于从最小化失真的角度分析此问题,并提出了比传统模拟反馈性能更好的分离源通道方案和联合源通道方案。使用非常简单的通道代码通过仿真验证了结果。

著录项

  • 作者

    Krishna Kumar, Raj Kumar.;

  • 作者单位

    University of Southern California.;

  • 授予单位 University of Southern California.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 253 p.
  • 总页数 253
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

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