Solving mesh router nodes placement problem in Wireless Mesh Networks by Tabu Search algorithm

被引:33
作者
Xhafa, Fatos [1 ]
Sanchez, Christian [1 ]
Barolli, Admir [2 ]
Takizawa, Makoto [2 ]
机构
[1] Tech Univ Catalonia, Barcelona, Spain
[2] Hosei Univ, Tokyo, Japan
关键词
Tabu Search; Optimization; Mesh router node; Wireless Mesh Networks; Node placement; Size of giant component; User coverage; QoS;
D O I
10.1016/j.jcss.2014.12.018
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 an important networking paradigm that offer cost effective Internet connectivity. The performance and operability of WMNs depend, among other factors, on the placement of network nodes in the area. Among the most important objectives in designing a WMN is the formation of a mesh backbone to achieve high user coverage. Given a number of router nodes to deploy, a deployment area and positions of client nodes in the area, an optimization problem can be formulated aiming to find the placement of router nodes so as to maximize network connectivity and user coverage. This optimization problem belongs to facility location problems, which are computationally hard to solve to optimality. In this paper we present the implementation and evaluation of Tabu Search (TS) for the problem of mesh router node placement in WMNs. The experimental evaluation showed the efficiency of TS in solving a benchmark of instances. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:1417 / 1428
页数:12
相关论文
共 50 条
[21]   Analysis of Mesh Router Placement in Wireless Mesh Networks Using Friedman Test [J].
Oda, Tetsuya ;
Barolli, Admir ;
Spaho, Evjola ;
Barolli, Leonard ;
Xhafa, Fatos .
2014 IEEE 28TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2014, :289-296
[22]   Simulated Annealing Approach for Mesh Router Placement in Rural Wireless Mesh Networks [J].
Ebongue, Jean Louis Fendji Kedieng ;
Thron, Christopher ;
Nlong, Jean Michel .
E-INFRASTRUCTURE AND E-SERVICES, 2016, 171 :192-202
[23]   Channel Assinment Using Tabu Search in Wireless Mesh Networks [J].
K. Selvakumar ;
G. Revathy .
Wireless Personal Communications, 2018, 100 :1633-1644
[24]   A Study on Performance of Hill Climbing for Router Placement in Wireless Mesh Networks [J].
Xhafa, Alda ;
Spaho, Evjola ;
Elmazi, Donald ;
Takizawa, Makoto .
2015 10TH INTERNATIONAL CONFERENCE ON BROADBAND AND WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA 2015), 2015, :460-465
[25]   A novel cross-layer mesh router placement scheme for wireless mesh networks [J].
Tein-Yaw Chung ;
Hao-Chieh Chang ;
Hsiao-Chih George Lee .
EURASIP Journal on Wireless Communications and Networking, 2011
[26]   An Electromagnetism-like mechanism algorithm for the router node placement in wireless mesh networks [J].
Sayad, Lamri ;
Bouallouche-Medjkoune, Louiza ;
Aissani, Djamil .
SOFT COMPUTING, 2019, 23 (12) :4407-4419
[27]   Rechargeable router placement based on efficiency and fairness in green wireless mesh networks [J].
Huan, Xiaoli ;
Wang, Bang ;
Mo, Yijun ;
Yang, Laurence T. .
COMPUTER NETWORKS, 2015, 78 :83-94
[28]   A Hybrid Firefly Algorithm and Particle Swarm Optimization Algorithm for Mesh Routers Placement Problem in Wireless Mesh Networks [J].
Taleb, Sylia Mekhmoukh ;
Meraihi, Yassine ;
Gabis, Asma Benmessaoud ;
Mirjalili, Seyedali .
PROCEEDINGS OF 7TH INTERNATIONAL CONFERENCE ON HARMONY SEARCH, SOFT COMPUTING AND APPLICATIONS (ICHSA 2022), 2022, 140 :301-310
[29]   Router Node Placement in Wireless Mesh Networks for Emergency Rescue Scenarios [J].
Wzorek, Mariusz ;
Berger, Cyrille ;
Doherty, Patrick .
PRICAI 2019: TRENDS IN ARTIFICIAL INTELLIGENCE, PT II, 2019, 11671 :496-509
[30]   An Algorithm for Detection of Selfish Nodes in Wireless Mesh Networks [J].
Sen, Jaydip ;
Goswami, Kaustav .
2009 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2009, :571-576