CEDAR: An optimal and distributed strategy for packet recovery in wireless networks

Chenxi Qiu, Haiying Shen, S. Soltani, Karan Sapra, Hao Jiang, J. Hallstrom
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引用次数: 3

Abstract

Underlying link-layer protocols of wireless networks use the conventional “store and forward” design paradigm cannot provide highly sustainable reliability and stability in wireless communication, which introduce significant barriers and setbacks in scalability and deployments of wireless networks. In this paper, we propose a Code Embedded Distributed Adaptive and Reliable (CEDAR) link-layer framework that targets low latency and high throughput. CEDAR is the first comprehensive theoretical framework for analyzing and designing distributed and adaptive error recovery for wireless networks. It employs a theoretically-sound framework for embedding channel codes in each packet and performs the error correcting process in selected intermediate nodes in packet's route. To identify the intermediate nodes for the en/decoding for minimizing average packet latency, we mathematically analyze the average packet delay, using Finite State Markovian Channel model and priority queuing model, and then formalize the problem as a non-linear integer programming problem. Also, we propose a scalable and distributed scheme to solve this problem. The results from real-world testbed “NESTbed” and simulation with Matlab prove that CEDAR is superior to the schemes using hop-by-hop decoding and destination-decoding not only in packet delay but also in throughput. In addition, the simulation results show that CEDAR can achieve the optimal performance in most cases.
雪松:无线网络中包恢复的最佳分布式策略
无线网络底层链路层协议采用传统的“存储转发”设计范式,无法提供高度可持续的无线通信可靠性和稳定性,这给无线网络的可扩展性和部署带来了重大障碍和挫折。在本文中,我们提出了一个以低延迟和高吞吐量为目标的代码嵌入式分布式自适应可靠(CEDAR)链路层框架。CEDAR是第一个用于分析和设计无线网络分布式和自适应错误恢复的综合理论框架。它采用了一个理论上合理的框架,在每个数据包中嵌入信道码,并在数据包路由中选择的中间节点进行纠错过程。为了确定最小平均数据包延迟的en/解码中间节点,我们使用有限状态马尔可夫信道模型和优先级排队模型对平均数据包延迟进行数学分析,然后将该问题形式化为非线性整数规划问题。同时,我们提出了一个可扩展的分布式方案来解决这个问题。实际测试平台“NESTbed”和Matlab仿真结果表明,在数据包延迟和吞吐量方面,CEDAR方案都优于逐跳解码和目的解码方案。此外,仿真结果表明,在大多数情况下,CEDAR都能达到最优性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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