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Optimisation et application du codage réseau dans l'architecture des futurs réseaux sans fils

机译:未来无线网络架构中网络编码的优化与应用

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摘要

Network coding (NC) is a new technique in which transmitteddata is encoded and decoded by the nodes of the network inorder to enhance throughput and reduce delays. Usingalgebraic algorithms, encoding at nodes accumulates varioustransmissions in fewer ones and decoding restores thesetransmissions. NC requires fewer transmissions to transmit allthe data but more processing at the nodes. NC can be appliedat any of the ISO layers. However, the focus is mainly on thenetwork layer level.In this work, we introduce novelties to the NC paradigm with theintent of building easy to implement NC protocols in order toimprove bandwidth usage, enhance QoS and reduce the impactof losing packets in lossy networks. Several challenges wereraised by this thesis concerning details in the coding anddecoding processes and all the related mechanisms used todeliver packets between end nodes. Notably, questions like thelife cycle of packets in coding environment, cardinality of codedmessages, number of byte overhead transmissions andbuffering time duration were inspected, analytically counted,supported by many theorems and then verified throughsimulations. When the packet loss problem was addressed,methods used in this thesis to closely investigate the behaviorof the network as a response to the loss led to the proposition ofnovel mechanisms to overcome this loss and to help reducingthe overhead caused by packet loss.In the first part of the thesis, an overview of NC is conductedsince triggered by the work of Alshwede et al. NC techniquesare then detailed with the focus on linear and binary NC. Thesetechniques are elaborated and embellished with examplesextracted from different scenarios to further help understandingthe advantages and disadvantages of each of these techniques.In the second part, a new address correlated NC (ACNC)protocol is presented and two approaches using ACNC protocolare introduced, the centralized approach where decoding isconducted at end nodes only and the distributed decodingapproach where each node in the network participates in thedecoding process. Centralized decoding is elaborated by firstpresenting its decision models and the detailed decoding at endnodes procedure. Moreover, the cardinality of received codedmessages and the buffering requirements at end nodes areinvestigated and the concepts of aging and maturity wereintroduced. The distributed decoding approach is presented asa solution to reduce the overhead on end nodes by distributingthe decoding process and buffering requirements tointermediate nodes.Loss and recovery in NC are examined for both centralized anddistributed approaches. For the centralized decoding approach,two mechanisms to limit the impact of loss are presented. Tothis effect, the concept of closures and covering sets areintroduced and the covering set discovery is conducted onundecodable messages to find the optimized set of packets torequest from the sender in order to decode all received packets.For the distributed decoding, a new hop-to-hop reliabilitymechanism is proposed that takes advantage of the NC itselfand depicts loss without the need of an acknowledgementmechanism.
机译:网络编码(NC)是一种新技术,其中传输的数据由网络的节点进行编码和解码,以增强吞吐量并减少延迟。使用代数算法,节点处的编码会在较少的传输中累积各种传输,而解码会恢复这些传输。 NC需要更少的传输来传输所有数据,但是在节点上需要更多的处理。 NC可以应用于任何ISO层。但是,本文的工作重点是在网络层级。在本工作中,我们将新颖的NC范式引入到网络中,旨在构建易于实现的NC协议,以提高带宽利用率,提高QoS并减少有损网络中丢包的影响。本论文提出了一些挑战,涉及编码和解码过程中的细节以及用于在端节点之间传递分组的所有相关机制。值得注意的是,检查,分析计数,编码计数的基数,编码消息的基数,字节开销传输的数量和缓冲持续时间之类的问题,并得到许多定理的支持,然后通过仿真进行验证。当解决了丢包问题时,本文中使用的方法来密切研究网络的行为以响应丢包问题,从而提出了新颖的机制来克服这种丢包并帮助减少由丢包引起的开销。本文的研究工作是由Alshwede等人的工作触发的,对NC进行了概述。然后详细介绍NC技术,重点是线性和二进制NC。通过从不同场景中提取示例来阐述和修饰这些技术,以进一步帮助理解每种技术的优缺点。在第二部分中,提出了一种新的地址相关NC(ACNC)协议,并介绍了两种使用ACNC协议的方法,即集中式方法其中解码仅在端节点处进行,而分布式解码则在网络中每个节点都参与解码过程的地方进行。通过首先展示其决策模型和端节点处的详细解码来详细说明集中式解码。此外,还研究了接收到的编码消息的基数和末端节点的缓冲要求,并引入了老化和成熟度的概念。提出了一种分布式解码方法,作为一种通过将解码过程和缓冲需求分配给中间节点来减少端节点开销的解决方案。集中式和分布式方法都研究了NC的丢失和恢复。对于集中式解码方法,提出了两种限制丢失影响的机制。为此,引入了闭包和覆盖集的概念,并对无法解码的消息进行了覆盖集发现,以找到要向发送方请求以对所有接收到的数据包进行解码的优化数据包集合。提出了跳数可靠性机制,该机制利用了NC本身的优点,并且无需确认机制即可描述损失。

著录项

  • 作者

    Abdul-Nabi Samih;

  • 作者单位
  • 年度 2015
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  • 原文格式 PDF
  • 正文语种 fr
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