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Improving proactive routing with a multicriteria and adaptive framework in ad-hoc wireless networks

机译:在Ad-hoc无线网络中提高主动路由和具有ad-hoc无线网络中的自适应框架

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摘要

Ad hoc wireless networks have aroused much interest of the scientific community in the last two decades. The provision of Quality of Service (QoS) is a prominent challenge in this research field, since these networks are prone to suffer from instabilities related to wireless medium and mobility. Depending on application, the protocol needs to consider two or more QoS criteria when solving the routing problem. In this context, this work proposes a multicriteria and adaptive framework for proactive routing in order to generate promising compromise solutions by considering critical network quality indicators. Two new methods are proposed-one based on weighted sum method and another based on compromise method (epsilon-constraint)-and compared with the standard weighted sum method. Aiming to map a single final solution, a utility function is proposed to support the definition of the parameters (weights and constraints) of each method. The results show the framework, jointly with the proposed methods, were efficient in promoting significant improvements in the quality indicators investigated in static and mobile scenarios.
机译:在过去的二十年中,Ad Hoc无线网络引起了科学界的兴趣。提供服务质量(QoS)是本研究领域的突出挑战,因为这些网络易于遭受与无线媒体和移动性相关的不稳定性。根据应用程序,协议需要在解决路由问题时考虑两个或多个QoS标准。在这种情况下,该工作提出了一种用于主动路由的多标准和自适应框架,以便通过考虑关键的网络质量指示符来产生有前途的妥协解决方案。提出了两种新方法 - 基于加权和方法,基于折衷方法(epsilon -constraint) - 与标准加权和方法相比。旨在映射单个最终解决方案,建议使用实用程序函数来支持每个方法的参数(权重和约束)的定义。结果显示框架与所提出的方法共同,在促进静态和移动方案中调查的质量指标的显着改善方面有效。

著录项

  • 来源
    《Wireless Networks》 |2020年第6期|4595-4614|共20页
  • 作者单位

    Univ Fed Minas Gerais Grad Program Elect Engn Operat Res & Complex Syst Lab Av Antonio Carlos 6627 BR-31270901 Belo Horizonte MG Brazil;

    Univ Fed Minas Gerais Dept Engn Elect Operat Res & Complex Syst Lab Av Antonio Carlos 6627 BR-31270901 Belo Horizonte MG Brazil;

    Fed Inst Educ Sci & Technol Tocantins Network Comp Grp GREDES Av LO 05 S-N BR-77021090 Palmas TO Brazil;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Ad hoc wireless networks; QoS-aware metrics; Proactive routing;

    机译:ad hoc无线网络;QoS感知度量;主动路由;

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