Performance Analysis of RIWM and RDVM Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Stadium Distribution of Mesh Clients

被引：0
|
作者：
Barolli, Admir [1 ]
Sakamoto, Shinji [2 ]
Barolli, Leonard [3 ]
机构：
[1] Aleksander Moisiu Univ Durres, Dept Informat Technol, L1 Rruga & Currilave, Durres, Albania
[2] Kanazawa Inst Technol, Dept Informat & Comp Sci, 7-1 Ohgigaoka, Nonoichi, Ishikawa 9218501, Japan
[3] Fukuoka Inst Technol, Dept Informat & Commun Engn, Higashi Ku, 3-30-1 Wajiro Higashi, Fukuoka 8110295, Japan
来源：
ADVANCES IN INTERNET, DATA & WEB TECHNOLOGIES (EIDWT-2022) | 2022年 / 118卷
关键词：
PARTICLE SWARM OPTIMIZATION;
D O I：
10.1007/978-3-030-95903-6_41
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Wireless Mesh Networks (WMNs) have many advantages, for example easy maintenance, low upfront cost and high robustness. However, WMNs have some problems to be solved such as node placement problem, hidden terminal problem and so on. In our previous work, we implemented a simulation system to solve the node placement problem in WMNs considering Particle Swarm Optimization (PSO), Simulated Annealing (SA) and Distributed Genetic Algorithm (DGA), called WMN-PSOSA-DGA. In this paper, we compare the performance of Random Inertia Weight Method (RIWM) and Rational Decrement of Vmax Method (RDVM) for WMNs by using WMN-PSOSA-DGA hybrid simulation system considering Stadium distribution of mesh clients. Simulation results show that RDVM has better performance than RIWM.
引用
收藏
页码：386 / 394
页数：9
相关论文
共 46 条
  • [31] Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Normal Distribution of Mesh Clients and Different Selection and Mutation Operators
    Barolli, Admir
    Oda, Tetsuya
    Spaho, Evjola
    Barolli, Leonard
    Xhafa, Fatos
    Takizawa, Makoto
    2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (WAINA), 2013, : 312 - 317
  • [32] A comparison study of chi-square and uniform distributions of mesh clients for different router replacement methods using WMN-PSODGA hybrid intelligent simulation system
    Barolli, Admir
    Bylykbashi, Kevin
    Qafzezi, Ermioni
    Sakamoto, Shinji
    Barolli, Leonard
    Takizawa, Makoto
    JOURNAL OF HIGH SPEED NETWORKS, 2021, 27 (04) : 319 - 334
  • [33] Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Exponential and Weibull Distribution of Mesh Clients and Different Selection and Mutation Operators
    Barolli, Admir
    Oda, Tetsuya
    Barolli, Leonard
    Xhafa, Fatos
    Takizawa, Makoto
    Papajorgji, Petraq
    2013 SEVENTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS (CISIS), 2013, : 169 - 175
  • [34] A GA-Based Simulation System for WMNs: Performance Analysis of WMN-GA System for Different WMN Architectures and Uniform Distribution Considering DCF and EDCA
    Shinko, Ilir
    Oda, Tetsuya
    Spaho, Evjola
    Barolli, Admir
    Kolici, Vladi
    Barolli, Leonard
    IEEE 30TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS IEEE AINA 2016, 2016, : 174 - 180
  • [35] A Hybrid Simulation System Based on Particle Swarm Optimization and Distributed Genetic Algorithm for WMNs: Performance Evaluation Considering Normal and Uniform Distribution of Mesh Clients
    Barolli, Admir
    Sakamoto, Shinji
    Barolli, Leonard
    Takizawa, Makoto
    ADVANCES IN NETWORK-BASED INFORMATION SYSTEMS, NBIS-2018, 2019, 22 : 42 - 55
  • [36] Performance Analysis of WMNs by WMN-GA Simulation System for Different WMN Architectures and TCP Congestion-Avoidance Algorithms Considering Uniform Distribution
    Barolli, Admir
    Oda, Tetsuya
    Shinko, Ilir
    Barolli, Leonard
    Xhafa, Fatos
    Takizawa, Makoto
    PROCEEDINGS OF 2016 19TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS), 2016, : 22 - 28
  • [37] A Hybrid Intelligent Simulation System for Node Placement in WMNs Considering Load Balancing: A Comparison Study for Exponential and Normal Distribution of Mesh Clients
    Ohara, Seiji
    Durresi, Heidi
    Barolli, Admir
    Sakamoto, Shinji
    Barolli, Leonard
    ADVANCES ON BROAD-BAND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS, 2020, 97 : 555 - 569
  • [38] Performance Comparison of Mesh Router Replacement Methods by WMN-PSOHC Simulation System Considering Linearly Decreasing Inertia Weight Method and Linearly Decreasing Vmax Method
    Sakamoto, Shinji
    Barolli, Admir
    Ohara, Seiji
    Barolli, Leonard
    Okamoto, Shusuke
    COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS, 2021, 1194 : 45 - 53
  • [39] A GA-Based Simulation System for WMNs: Performance Analysis for Different WMN Architectures Considering Exponential Distribution, HWMP and TCP Protocols
    Barolli, Admir
    Oda, Tetsuya
    Obukata, Ryoichiro
    Ikeda, Makoto
    Barolli, Leonard
    Takizawa, Makoto
    2017 IEEE 31ST INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2017, : 462 - 467
  • [40] A GA-Based Simulation System for WMNs: Performance Analysis for Different WMN Architectures Considering Weibull Distribution, HWMP and TCP Protocols
    Barolli, Admir
    Oda, Tetsuya
    Ikeda, Makoto
    Matsuo, Keita
    Barolli, Leonard
    Takizawa, Makoto
    COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2017, 2018, 611 : 14 - 23
12345