Performance Evaluation of WMN-GA System for Node Placement in WMNs Considering Normal Distribution of Mesh Clients and Different Selection and Mutation Operators

被引:1
|
作者
Barolli, Admir [1 ]
Oda, Tetsuya [2 ]
Spaho, Evjola [2 ]
Barolli, Leonard [3 ]
Xhafa, Fatos [4 ]
Takizawa, Makoto [1 ]
机构
[1] Seikei Univ, Dept Comp & Informat Sci, 3-3-1 Kichijoji Kitamachi, Musashino, Tokyo 1808633, Japan
[2] Fukui Inst Technol, Grad Sch Engn, Fukuoka 8110295, Japan
[3] Fukui Inst Technol, Dept Informat & Commun Engn, Fukuoka 8110295, Japan
[4] Tech Univ Catalonia, Dept Languages & Informat Syst, E-08034 Barcelona, Spain
关键词
WMNs; GAs; Population Size; Number of Generations; Connectivity; Coverage; NETWORKS;
D O I
10.1109/WAINA.2013.105
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) are currently attracting a lot of attention from wireless research and technology community due to their importance for providing cost-efficient broadband wireless connectivity. Issues for achieving the network connectivity and user coverage are related with the node placement problem. In this paper, we evaluate the performance of WMN-GA system for node placement problem in WMNs. For evaluation, we consider Normal Distribution of mesh clients and different selection and mutation operators. The population size is considered 64 and the number of generation 200. For evaluation, we consider the giant component and the number of covered users metrics. The simulation results shows that the WMN-GA system performs better for Single Mutation and Linear Ranking.
引用
收藏
页码:312 / 317
页数:6
相关论文
共 50 条
  • [1] 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
  • [2] Performance Evaluation of WMN-GA System in Node Placement in WMNs for Different Distributions of Mesh Clients and Different Selection and Mutation Operators
    Barolli, Admir
    Sakamoto, Shinji
    Oda, Tetsuya
    Spaho, Evjola
    Ikeda, Makoto
    Barolli, Leonard
    INFORMATICA, 2016, 27 (03) : 489 - 502
  • [3] Node Placement in WMNs using WMN-GA System Considering Uniform and Normal Distribution of Mesh Clients
    Oda, Tetsuya
    Sakamoto, Shinji
    Spaho, Evjola
    Barolli, Admir
    Barolli, Leonard
    Xhafa, Fatos
    2014 EIGHTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS (CISIS),, 2014, : 120 - 127
  • [4] Performance Evaluation of WMN-GA System for Node Placement in WMNs for Normal and Uniform Distributions of Mesh Clients Considering Different Grid Shapes
    Oda, Tetsuya
    Barolli, Admir
    Spaho, Evjola
    Barolli, Leonard
    Xhafa, Fatos
    2013 SEVENTH INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT, AND SOFTWARE INTENSIVE SYSTEMS (CISIS), 2013, : 150 - 156
  • [5] Node Placement in WMNs: Performance Evaluation of WMN-GA System for Weibull and Exponential Distribution of Mesh Clients
    Oda, Tetsuya
    Spaho, Evjola
    Barolli, Admir
    Xhafa, Fatos
    Barolli, Leonard
    Takizawa, Makoto
    2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2013, : 304 - 310
  • [6] Analysis of Mesh Router Node Placement Using WMN-GA System Considering Different Architectures of WMNs
    Oda, Tetsuya
    Sakamoto, Shinji
    Barolli, Admir
    Ikeda, Makoto
    Xhafa, Fatos
    Barolli, Leonard
    2014 17TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS 2014), 2014, : 39 - 44
  • [7] WMN-GA: a simulation system for WMNs and its evaluation considering selection operators
    Oda, Tetsuya
    Barolli, Admir
    Xhafa, Fatos
    Barolli, Leonard
    Ikeda, Makoto
    Takizawa, Makoto
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2013, 4 (03) : 323 - 330
  • [8] Evaluation of WMN-GA for different mutation operators
    Oda, Tetsuya
    Barolli, Admir
    Spaho, Evjola
    Xhafa, Fatos
    Barolli, Leonard
    Takizawa, Makoto
    INTERNATIONAL JOURNAL OF SPACE-BASED AND SITUATED COMPUTING, 2012, 2 (03) : 149 - 157
  • [9] WMN-SA System for Node Placement in WMNs: Evaluation for Different Realistic Distributions of Mesh Clients
    Sakamoto, Shinji
    Oda, Tetsuya
    Bravo, Albert
    Barolli, Leonard
    Ikeda, Makoto
    Xhafa, Fatos
    2014 IEEE 28TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2014, : 282 - 288
  • [10] WMN–GA: a simulation system for WMNs and its evaluation considering selection operators
    Tetsuya Oda
    Admir Barolli
    Fatos Xhafa
    Leonard Barolli
    Makoto Ikeda
    Makoto Takizawa
    Journal of Ambient Intelligence and Humanized Computing, 2013, 4 : 323 - 330