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Ring Topology Optimization for Wireless Sensor Network: A New Heuristic Method

机译:无线传感器网络的环形拓扑优化:一种新的启发式方法

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摘要

The development of telecommunication network has opened the possibility to the birth of new applications that make human life becomes more productive. This application is packaged into an Internet of Things (IoT) concept that requires wireless sensors for its implementation. The more wireless sensors needed would necessitate the need for a mature planning concept. One of the models used to design is TSP. TSP still has some obstacles and is open for development, especially the scenario of finding the lowest cost. In this study, heuristic methods are proposed as one solution with a given algorithm. Based on the test results, this algorithm can be little bit better compared to Ant Colony Optimization for bigger number of nodes as well for the number of small nodes, it matches the brute forces mechanism.
机译:电信网络的发展为诞生新的应用打开了可能性,这些新应用使人类的生活变得更加富有成效。该应用程序被打包到需要无线传感器来实现的物联网(IoT)概念中。需要更多的无线传感器将需要成熟的规划概念。 TSP是用于设计的模型之一。 TSP仍然存在一些障碍,并且可以接受开发,特别是在寻求最低成本的情况下。在这项研究中,启发式方法被提出作为具有给定算法的一种解决方案。根据测试结果,该算法与蚁群优化相比,在节点数量更多以及在较小节点数量方面要好一些,它与蛮力机制相匹配。

著录项

  • 来源
    《Journal of Communications》 |2018年第8期|463-467|共5页
  • 作者单位

    School of Electrical Engineering and Informatics, Institut Teknologi Bandung (ITB) Bandung 40132, Indonesia;

    School of Electrical Engineering and Informatics, Institut Teknologi Bandung (ITB) Bandung 40132, Indonesia;

    School of Electrical Engineering and Informatics, Institut Teknologi Bandung (ITB) Bandung 40132, Indonesia;

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

    TSP; WSN; Ant Colony; Heuristic;

    机译:TSP;WSN;蚁群启发式;

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