Performance Comparison of CM and LDVM 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
]}

Takizawa, Makoto ^{[4
]}

机构：

[1] Aleksander Moisiu Univ Durres, Dept Informat Technol, L1, Durres, Albania

[2] Seikei Univ, Dept Comp & Informat Sci, 3-3-1 Kichij Kitamachi, Musashino, Tokyo 1808633, Japan

[3] Fukuoka Inst Technol, Dept Informat & Commun Engn, Higashi Ku, 3-30-1 Wajiro Higashi, Fukuoka 8110295, Japan

[4] Hosei Univ, Res Ctr Comp & Multimedia Studies, 3-7-2 Kajino Cho, Koganei, Tokyo 1848584, Japan

来源：

ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS-2021) | 2022年 / 312卷

关键词：

PARTICLE SWARM OPTIMIZATION; IMPLEMENTATION;

D O I：

10.1007/978-3-030-84910-8_1

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Wireless Mesh Networks (WMNs) have many advantages such as: easy maintenance, low upfront cost and high robustness. The connectivity and stability affect directly the performance of WMNs. However, WMNs have some problems 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 Constriction Method (CM) and Linearly Decreasing Vmax Method (LDVM) for WMNs by using the WMN-PSOSA-DGA hybrid simulation system considering the Stadium distribution of mesh clients. Simulation results show that LDVM has better performance than CM.

引用

页码：1 / 10

页数：10

共 38 条

[1] Performance Analysis of RIWM and LDVM Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Stadium Distribution of Mesh Clients
Barolli, Admir
Sakamoto, Shinji
Barolli, Leonard
Takizawa, Makoto
ADVANCES ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING, 3PGCIC-2021, 2022, 343 : 1 - 10
[2] Performance Analysis of RIWM and RDVM Router Replacement Methods for WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Stadium Distribution of Mesh Clients
Barolli, Admir
Sakamoto, Shinji
Barolli, Leonard
ADVANCES IN INTERNET, DATA & WEB TECHNOLOGIES (EIDWT-2022), 2022, 118 : 386 - 394
[3] Performance Evaluation of WMNs by WMN-PSOSA-DGA Hybrid Simulation System Considering Stadium Distribution of Mesh Clients and Different Number of Mesh Routers
Barolli, Admir
Sakamoto, Shinji
Barolli, Leonard
Takizawa, Makoto
COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS, CISIS-2021, 2021, 278 : 100 - 109
[4] A Comparison Study of LDIWM and LDVM Router Replacement Methods for WMNs by WMN-PSODGA Hybrid Simulation System Considering Boulevard Distribution of Mesh Clients
Xu, Peng
Barolli, Admir
Ampririt, Phudit
Sakamoto, Shinji
Kulla, Elis
Barolli, Leonard
ADVANCES ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING, 3PGCIC-2021, 2022, 343 : 116 - 128
[5] Performance Evaluation of CM and RIWM Router Replacement Methods for WMNs by WMN-PSOHC Hybrid Intelligent Simulation System Considering Chi-square Distribution of Mesh Clients
Sakamoto, Shinji
Liu, Yi
Barolli, Leonard
Okamoto, Shusuke
INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING, IMIS 2021, 2022, 279 : 179 - 187
[6] A Comparison Study of FC-RDVM and LDVM Router Placement Methods for WMNs by WMN-PSOHC Hybrid Intelligent System Considering Normal Distribution of Mesh Clients
Sakamoto, Shinji
Barolli, Admir
Liu, Yi
Kulla, Elis
Barolli, Leonard
Takizawa, Makoto
INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING, IMIS-2022, 2022, 496 : 238 - 246
[7] A Comparison Study of CM and RIWM Router Replacement Methods for WMNs Considering Boulevard Distribution of Mesh Clients
Xu, Peng
Barolli, Admir
Ampririt, Phudit
Sakamoto, Shinji
Barolli, Leonard
ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS (INCOS-2021), 2022, 312 : 195 - 208
[8] A Comparison Study of RIWM with RDVM and CM Router Replacement Methods for WMNs Considering Boulevard Distribution of Mesh Clients
Barolli, Admir
Ampririt, Phudit
Sakamoto, Shinji
Kulla, Elis
Barolli, Leonard
ADVANCES IN INTERNET, DATA & WEB TECHNOLOGIES (EIDWT-2022), 2022, 118 : 223 - 235
[9] Performance Evaluation of WMNs for Normal and Uniform Distribution of Mesh Clients Using WMN-PSOSA Simulation System
Sakamoto, Shinji
Barolli, Leonard
Okamoto, Shusuke
ADVANCES IN INTELLIGENT NETWORKING AND COLLABORATIVE SYSTEMS, 2019, 23 : 103 - 115
[10] A Hybrid Intelligent Simulation System for Building IoT Networks: Performance Comparison of Different Router Replacement Methods for WMNs Considering Stadium Distribution of IoT Devices
Barolli, Admir
Sakamoto, Shinji
Bylykbashi, Kevin
Barolli, Leonard
SENSORS, 2022, 22 (20)

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