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Performance Evaluation of WMNs by WMN-PSOSA Simulation System Considering Constriction and Linearly Decreasing Inertia Weight Methods Read chapter Read first chapter

2018 | OriginalPaper | Chapter

A GA-Based Simulation System for WMNs: A Comparison Study for Different WMN Architectures Considering Exponential and Weibull Distributions, HWMP and TCP Protocols

Authors : Admir Barolli, Tetsuya Oda, Makoto Ikeda, Leonard Barolli, Makoto Takizawa

Published in: Advances in Network-Based Information Systems

Publisher: Springer International Publishing

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Abstract

In our previous work, we implemented WMN-GA system which is based on Genetic Algorithms (GAs) and used it for node placement problem in WMNs. In this paper, we compare the performance of Exponential and Weibull distributions of mesh clients for two WMN architectures considering PDR, throughput, delay, fairness index and energy metrics. For simulations, we used ns-3, Hybrid Wireless Mesh Protocol (HWMP) and TCP. The simulation results show that the PDR for both distributions is almost the same. The throughput of Exponential distribution is a little bit higher than Weibull distribution. The delay of Weibull distribution is lower than Exponential distribution. For Hybrid WMN, the fairness index of Exponential distribution is higher than Weibull distribution. But for I/B WMN, the fairness index of Weibull distribution is higher than Exponential distribution.

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Metadata
Title
A GA-Based Simulation System for WMNs: A Comparison Study for Different WMN Architectures Considering Exponential and Weibull Distributions, HWMP and TCP Protocols
Authors
Admir Barolli
Tetsuya Oda
Makoto Ikeda
Leonard Barolli
Makoto Takizawa
Copyright Year
2018
Book
Advances in Network-Based Information Systems

Print ISBN: 978-3-319-65520-8

Electronic ISBN: 978-3-319-65521-5

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-65521-5_8

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