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Interface and results visualization of WMN-GA simulation system: Evaluation for Exponential and Weibull distributions considering different transmission rates

机译:WMN-GA仿真系统的界面和结果可视化:考虑不同传输速率的指数分布和威布尔分布评估

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摘要

In this paper, we present the interface and data visualization of a simulation system for Wireless Mesh Networks (WMNs), which is based on Genetic Algorithms (GAs). We call this system WMN-GA. As evaluation parameters, we consider Packet Delivery Ratio (PDR), throughput and delay metrics. For simulations, we used ns-3 simulator and Hybrid Wireless Mesh Protocol (HWMP). From simulation results, we found that PDR for Weibull distribution is higher than Exponential distribution. But, the throughput of Exponential distribution is higher than Weibull distribution. The delay of Exponential distribution is smaller than Weibull distribution.
机译:在本文中,我们介绍了基于遗传算法(GA)的无线网格网络(WMN)仿真系统的界面和数据可视化。我们将此系统称为WMN-GA。作为评估参数,我们考虑数据包传输率(PDR),吞吐量和延迟指标。对于仿真,我们使用了ns-3仿真器和混合无线网状协议(HWMP)。根据仿真结果,我们发现威布尔分布的PDR高于指数分布。但是,指数分布的吞吐量高于威布尔分布。指数分布的延迟小于威布尔分布。

著录项

  • 来源
    《Computer standards & interfaces》 |2016年第2期|150-158|共9页
  • 作者单位

    DI - University of Salerno, 84084, Fisciano, Italy;

    DI - University of Salerno, 84084, Fisciano, Italy;

    Graduate School of Engineering, Fukuoka Institute of Technology (FIT), 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan;

    Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT) 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan;

    Technical University of Catalonia, Department of Languages and Informatics Systems, C/Jordi Girona 1-3, 08034 Barcelona, Spain;

    Hosei University, 3-7-2 Kajino-Machi, Koganei-Shi, Tokyo 184-8584, Japan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Interface; Visualization; Wireless Mesh Network; GAs; ns-3;

    机译:接口;可视化;无线网状网络;加油站;ns-3;

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