A novel approach for the router nodes placement in wireless mesh networks using phasing with approximation optimization algorithms

被引:0
|
作者
Binh, Le Huu [1 ]
Duong, Thuy-Van T. [2 ]
Ngo, Vuong M. [3 ]
机构
[1] Univ Sci, Hue Univ, Fac Informat Technol, Hue City, Vietnam
[2] Ton Duc Thang Univ, Fac Informat Technol, Ho Chi Minh City, Vietnam
[3] Ho Chi Minh City Open Univ, Ho Chi Minh City, Vietnam
来源
PLOS ONE | 2025年 / 20卷 / 01期
关键词
D O I
10.1371/journal.pone.0318247
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Optimal router node placement (RNP) is an effective method for improving the performance of wireless mesh networks (WMN). However, solving the RNP problem in WMN is difficult because it is NP-hard. As a result, this problem can only be solved using approximate optimization algorithms such as heuristics and meta-heuristics. In this study, we propose a new and effective method for solving the RNP problem. The idea behind this method is to solve the RNP problem in two stages using an optimal algorithm with fewer variables than the original RNP problem. In stage 1, we build an RNP sub problem using 15% to 20% of the number of routers, with the objective function of minimizing coverage overlap between routers to form a core network. Stage 2 is built into another RNP sub problem with the remaining number of routers, and the objective function is to maximize the network connectivity. Each sub problem was solved using an approximate optimal algorithm. The experimental results demonstrate that, in terms of client coverage and network connectivity, our proposed method outperforms widely used RNP problem-solving methods.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Solving mesh router nodes placement problem in Wireless Mesh Networks by Tabu Search algorithm
    Xhafa, Fatos
    Sanchez, Christian
    Barolli, Admir
    Takizawa, Makoto
    JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2015, 81 (08) : 1417 - 1428
  • [22] Analysis of Mesh Router Placement in Wireless Mesh Networks Using Friedman Test
    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
  • [23] A novel cross-layer mesh router placement scheme for wireless mesh networks
    Chung, Tein-Yaw
    Chang, Hao-Chieh
    Lee, Hsiao-Chih George
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2011,
  • [24] A novel cross-layer mesh router placement scheme for wireless mesh networks
    Tein-Yaw Chung
    Hao-Chieh Chang
    Hsiao-Chih George Lee
    EURASIP Journal on Wireless Communications and Networking, 2011
  • [25] Mesh Router Node Placement in Wireless Mesh Networks Considering Different Initial Router Placement Methods
    Oda, Tetsuya
    Sakamoto, Shinji
    Spaho, Evjola
    Barolli, Admir
    Xhafa, Fatos
    Barolli, Leonard
    2013 EIGHTH INTERNATIONAL CONFERENCE ON BROADBAND, WIRELESS COMPUTING, COMMUNICATION AND APPLICATIONS (BWCCA 2013), 2013, : 61 - 67
  • [27] MEGA: Maximum-Entropy Genetic Algorithm for Router Nodes Placement in Wireless Mesh Networks
    Ussipov, Nurzhan
    Akhtanov, Sayat
    Turlykozhayeva, Dana
    Temesheva, Symbat
    Akhmetali, Almat
    Zaidyn, Marat
    Namazbayev, Timur
    Bolysbay, Aslan
    Akniyazova, Aigerim
    Tang, Xiao
    SENSORS, 2024, 24 (20)
  • [28] Efficient Mesh Router Placement and Interface Configuration in Wireless Mesh Networks
    Wang, Junfang
    Agrawal, Dharma P.
    Xie, Bin
    AD HOC & SENSOR WIRELESS NETWORKS, 2010, 10 (04) : 267 - 299
  • [29] Dynamic mesh router placement for connectivity maximization in wireless mesh networks
    Hamdi, Monia
    Mhiri, Saber
    2015 5TH INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND ACCESSIBILITY (ICTA), 2015,
  • [30] A Multi-objective Approach for Wireless Heterogeneous Router Placement in Rural Wireless Mesh Networks
    Fendji, Jean Louis Ebongue Kedieng
    Thron, Christopher
    Foerster, Anna
    TOWARDS NEW E-INFRASTRUCTURE AND E-SERVICES FOR DEVELOPING COUNTRIES, AFRICOMM 2020, 2021, 361 : 43 - 55