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Performance Comparison of CM and LDIWM Router Replacement Methods for WMNs by WMN-PSOHC Simulation System Considering Chi-Square Distribution of Mesh Clients

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Advances in Networked-Based Information Systems (NBiS 2021)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 313))

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Abstract

With the rapid development of wireless technologies, Wireless Mesh Networks (WMNs) are becoming an important networking infrastructure due to their low cost and increased high speed wireless Internet connectivity. In our previous work, we implemented a hybrid simulation system based on PSO and HC called WMN-PSOHC. In this paper, we compare the performance of Constriction Method (CM) and Linearly Decreasing Inertia Weight Method (LDIWM) for WMNs by using WMN-PSOHC considering Chi-square distribution of mesh clients. Simulation results show that LDIWM has better performance than CM for the considered scenario.

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Author information

Authors and Affiliations

  1. Department of Computer and Information Science, Seikei University, 3-3-1 Kichijoji-Kitamachi, Musashino-shi, Tokyo, 180-8633, Japan

    Shinji Sakamoto & Shusuke Okamoto

  2. Department of Computer Science, National Institute of Technology, Oita College, 1666, Maki, Oita, 870-0152, Japan

    Yi Liu

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

    Leonard Barolli

Authors
  1. Shinji Sakamoto
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  2. Yi Liu
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  3. Leonard Barolli
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  4. Shusuke Okamoto
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Corresponding author

Correspondence to Shinji Sakamoto .

Editor information

Editors and Affiliations

  1. Department of Information and Communication Engineering, Fukuoka Institute of Technology, Fukuoka, Japan

    Leonard Barolli

  2. Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan

    Hsing-Chung Chen

  3. Faculty of Business Administration, Rissho University, Tokyo, Japan

    Tomoya Enokido

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Sakamoto, S., Liu, Y., Barolli, L., Okamoto, S. (2022). Performance Comparison of CM and LDIWM Router Replacement Methods for WMNs by WMN-PSOHC Simulation System Considering Chi-Square Distribution of Mesh Clients. In: Barolli, L., Chen, HC., Enokido, T. (eds) Advances in Networked-Based Information Systems. NBiS 2021. Lecture Notes in Networks and Systems, vol 313. Springer, Cham. https://doi.org/10.1007/978-3-030-84913-9_2

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