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Complexity-feedback tradeoffs and capacity results for packet erasure networks.

机译:数据包擦除网络的复杂度反馈折衷和容量结果。

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摘要

Many communication networks are well-modeled as packet erasure networks, as packets transmitted over these networks are either received correctly at the destination or are "erased"; a packet erasure occurs when an error-corrupted packet is detected and discarded, or when a packet is dropped due to congestion in the network. This dissertation investigates two problems related to communicating reliably over packet erasure networks, adopting two different views of the network, viz., (i) a point-to-point erasure channel (that models either a single link or end-to-end communication), and (ii) a network of erasure links.;Reliable communication over a point-to-point erasure channel can be accomplished in one of two ways: 1) incorporating redundant packets in the transmitted packet sequence, i.e., via forward-error-correction (FEC) techniques, or 2) using feedback to request re-transmission of erased packets, i.e., automatic-repeatrequest (ARQ) protocols.;This dissertation presents new constructions of hybrid ARQ protocols (i.e., protocols combining FEC and ARQ) for the point-to-point erasure channel. These protocols use Tornado codes (a class of LDPC codes) for erasure correction. The focus is on enabling and characterizing trade-offs between costs associated with FEC (i.e., computational complexity of encoding/decoding) and ARQ (the amount of feedback utilized). The described protocols provide efficient trade-offs and can offer significant savings in computational/feedback requirements in several situations, compared to simple time-sharing between FEC and ARQ.;The second topic of this dissertation deals with reliable communication over two wireless relay networks -- the multiple access relay channel (MARC) and the multiple relay channel (MRC) -- wherein the links are memoryless erasure channels, and individual nodes time-share the use of the medium. The MARC is comprised of M independent sources that communicate with a common destination with the help of a single relay, while the MRC consists of a single source communicating with a single destination with the aid of M parallel relays.;The capacity region of the MARC and the capacity of the MRC are derived, assuming the destination has perfect knowledge of erasure patterns on all the links. Optimal bandwidth allocation strategies are obtained in closed-form as functions of the link parameters. These serve to highlight the utility of the relay(s) in various scenarios. Also, it is shown that easily-implemented capacity-approaching codes for the binary erasure channel, such as LDPC or Tornado codes, can be used at the link level to attain any achievable rate(s). Finally, these capacity results are unchanged in the presence of feedback of erasure location information to all nodes.
机译:许多通信网络被很好地建模为数据包擦除网络,因为通过这些网络传输的数据包要么在目的地正确接收,要么被“擦除”。当检测到错误损坏的数据包并将其丢弃时,或者由于网络拥塞而丢弃数据包时,就会发生数据包擦除。本文研究了与通过包擦除网络可靠通信相关的两个问题,采用了两种不同的网络观点,即:(i)点对点擦除通道(该模型对单个链路或端到端通信进行建模;以及(ii)擦除链路网络。通过点对点擦除通道的可靠通信可以通过以下两种方式之一来实现:1)将冗余数据包并入已传输的数据包序列中,即通过前向错误-纠错(FEC)技术,或2)使用反馈来请求重传已删除的数据包,即自动重传请求(ARQ)协议。;本文提出了混合ARQ协议(即,将FEC和ARQ结合的协议)的新结构点对点擦除通道。这些协议使用Tornado码(LDPC码的一种)进行纠删。重点在于实现和表征与FEC相关的成本(即,编码/解码的计算复杂度)和ARQ(所利用的反馈量)之间的权衡。与FEC和ARQ之间的简单分时相比,所描述的协议提供了有效的权衡,并且可以在几种情况下显着节省计算/反馈要求。本论文的第二个主题涉及两个无线中继网络上的可靠通信- -多路访问中继信道(MARC)和多路中继信道(MRC)-其中的链路是无记忆擦除信道,各个节点分时共享介质的使用。 MARC由M个独立的源组成,可通过单个中继与一个公共目标进行通信,而MRC由一个独立的源通过M个并行中继与一个目标进行通信。假设目的地对所有链路上的擦除模式都有完备的知识,则得出MRC的容量。最佳带宽分配策略以闭环形式作为链接参数的函数获得。这些用来强调继电器在各种情况下的效用。同样,示出了可以在链路级别上使用诸如LDPC或Tornado码之类的用于二进制擦除信道的容易实现的容量接近码,以获得任何可达到的速率。最后,在存在擦除位置信息到所有节点的反馈的情况下,这些容量结果不变。

著录项

  • 作者单位

    University of Notre Dame.;

  • 授予单位 University of Notre Dame.;
  • 学科 Engineering Electronics and Electrical.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 167 p.
  • 总页数 167
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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