Ant colony algorithm-based fair routing algorithm for wireless mesh networks

被引:0
|
作者
Liu, Yong-Guang [1 ]
Ye, Wu [1 ]
Feng, Sui-Li [1 ]
Zhuang, Hong-Cheng [2 ]
机构
[1] School of Electronic and Information Engineering, South China University of Technology, Guangzhou 510640, China
[2] Huawei Technologies Co. Ltd., Shenzhen 518129, China
关键词
Ant colony algorithms - Ants algorithms - Average path length - Centralized management - Evaluation standard - Fair bandwidth allocation - Fair routing - Optimization function;
D O I
暂无
中图分类号
学科分类号
摘要
As the centralized management architecture adopted by wireless Mesh networks often results in unbalanced bandwidth and load allocation, this paper proposes a fair bandwidth-allocation routing algorithm based on the ant colony algorithm by introducing a fair routing evaluation standard named minimum per-user average bandwidth. In the proposed algorithm, the traffic load is balanced and the bandwidth is fairly allocated for each user by maximizing the minimum per-user average bandwidth with the aid of optimization function of ants' travelling. Simulated results indicate that, as compared with the existing algorithms, the proposed algorithm may result in fairer bandwidth allocation though both the complexity and the average path length increase.
引用
收藏
页码:119 / 123
相关论文
共 50 条
  • [21] An Energy Aware Ant Colony Algorithm for the Routing of Wireless Sensor Networks
    Cheng, Deqiang
    Xun, Yangyang
    Zhou, Ting
    Li, Wenjie
    INTELLIGENT COMPUTING AND INFORMATION SCIENCE, PT I, 2011, 134 (0I): : 395 - 401
  • [22] Application of an Improved Ant Colony Algorithm in Routing of Wireless Sensor Networks
    Lei, Jinhui
    Tian, Xiyan
    3RD INTERNATIONAL CONFERENCE ON APPLIED ENGINEERING, 2016, 51 : 319 - 324
  • [23] Energy Efficient Multihop Routing in Wireless Sensor Networks Based on Ant Colony Algorithm
    Gangal, Volkan
    Hacioglu, Gokce
    Sesli, Erhan
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 1877 - 1880
  • [24] Research of the Wireless sensor networks Routing Protocol Based on CEJ ant colony algorithm
    Zheng, Jiyue
    Hu, Junguo
    INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3, 2011, 58-60 : 1566 - 1571
  • [25] A clustering routing algorithm based on improved ant colony clustering for wireless sensor networks
    Xiao Xiaoli
    Yang, Li
    PIAGENG 2013: IMAGE PROCESSING AND PHOTONICS FOR AGRICULTURAL ENGINEERING, 2013, 8761
  • [26] Optimized routing method for wireless sensor networks based on improved ant colony algorithm
    Khapre, Shailesh Pancham
    Chopra, Suhail
    Khan, Arshad
    Sharma, Pavika
    Shankar, Achyut
    PROCEEDINGS OF THE CONFLUENCE 2020: 10TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, DATA SCIENCE & ENGINEERING, 2020, : 455 - 458
  • [27] Ant colony-based reinforcement learning algorithm for routing in wireless sensor networks
    Aghaei, Reza Ghasem
    Rahman, Md. Abdur
    Gueaieb, Wail
    El Saddik, Abdulmotaleb
    2007 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-5, 2007, : 2050 - 2055
  • [28] Link Weights-Based ANT Colony Routing Algorithm for Wireless Sensor Networks
    Wang, Yunming
    Chen, Bo
    Zhang, Dong
    Xiong, Lulu
    PROCEEDINGS OF 2016 2ND INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2016, : 29 - 32
  • [29] Research of the wireless sensor networks routing protocol based on CEJ ant colony algorithm
    School of Information Science and Technology, ZheJiang Agriculture and Forestry University, Linan, China
    Appl. Mech. Mater., (1566-1571):
  • [30] An Ant Colony Optimization-based Trustful Routing Algorithm for Wireless Sensor Networks
    Luo, Zhong
    Lu, Liuzheng
    Xie, Jianqun
    He, Jinrong
    PROCEEDINGS OF 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2015), 2015, : 1128 - 1131