Routing Technology in Wireless Sensor Network Based on Ant Colony Optimization Algorithm

被引:6
|
作者
Zheng Enxing [1 ]
Liu Ranran [2 ]
机构
[1] Jiangsu Univ Technol, Sch Elect & Informat Engn, Inst Bioinformat & Med Engn, Changzhou 213001, Jiangsu, Peoples R China
[2] Jiangsu Univ Technol, Sch Automot & Traff Engn, Changzhou 213001, Jiangsu, Peoples R China
关键词
Wireless sensor network; Routing algorithm; Ant colony optimization algorithm;
D O I
10.1007/s11277-016-3755-1
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
With rapid development of wireless communication, sensor, micro power system and electronic technology, the research on wireless sensor network has attracted more and more attention. The work proposed routing algorithm in wireless sensor network based on ant colony optimization by analyzing routing protocol and utilizing advanced idea. Ant colony optimization algorithm has advantages in implementing local work, supporting multiple paths and integrating link quality into pheromone formation. In routing selection, the work calculated probability that node is selected as the next hop according to pheromone concentration on the path. With characteristics including self-organization, dynamic and multipath, ant colony optimization algorithm is suitable for routing in wireless sensor network. With low routing cost, good adaptability and multipath, the algorithm balanced energy consumption to prolong network lifetime. In terms of simulation and experiments, ant colony algorithm was proved to be suitable for finding optimal routing in wireless sensor network, thus achieving design goal of routing algorithm.
引用
收藏
页码:1911 / 1925
页数:15
相关论文
共 50 条
  • [1] Routing Technology in Wireless Sensor Network Based on Ant Colony Optimization Algorithm
    Zheng Enxing
    Liu Ranran
    [J]. Wireless Personal Communications, 2017, 95 : 1911 - 1925
  • [2] An Ant Colony based Routing Algorithm for Wireless Sensor Network
    Liu, Xiaodong
    Li, Songyang
    Wang, Miao
    [J]. INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2016, 9 (06): : 75 - 86
  • [3] A Novel Ant Colony Optimization Routing Algorithm in Wireless Sensor Network
    Yu, Wei
    Wu, Zhiyong
    [J]. 2013 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2013), 2013, : 641 - 644
  • [4] Wireless sensor network routing optimization based on improved ant colony algorithm in the Internet of Things
    Han, Hongzhang
    Tang, Jun
    Jing, Zhengjun
    [J]. HELIYON, 2024, 10 (01)
  • [5] An ant colony optimization based routing algorithm for extending network lifetime in wireless sensor networks
    Abdolreza Mohajerani
    Davood Gharavian
    [J]. Wireless Networks, 2016, 22 : 2637 - 2647
  • [6] An ant colony optimization based routing algorithm for extending network lifetime in wireless sensor networks
    Mohajerani, Abdolreza
    Gharavian, Davood
    [J]. WIRELESS NETWORKS, 2016, 22 (08) : 2637 - 2647
  • [7] An Ant-colony Routing Algorithm for Wireless Sensor Network
    Cui, Guangcai
    Wang, Shanshan
    Fang, Jingjing
    [J]. PROGRESS IN MECHATRONICS AND INFORMATION TECHNOLOGY, PTS 1 AND 2, 2014, 462-463 : 112 - 117
  • [8] A DYNAMIC ROUTING ALGORITHM IN WIRELESS SENSOR NETWORKS BASED ON ANT COLONY OPTIMIZATION
    Zhou, Xinxin
    Zhao, Yan
    [J]. 3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE (ITCS 2011), PROCEEDINGS, 2011, : 422 - 425
  • [9] An Improved Routing Algorithm Based on Ant Colony Optimization in Wireless Sensor Networks
    Sun, Yongjun
    Dong, Wenxin
    Chen, Yahuan
    [J]. IEEE COMMUNICATIONS LETTERS, 2017, 21 (06) : 1317 - 1320
  • [10] The Application of Ant Colony Optimization in Wireless Sensor Network Routing
    Yao, Yachuan
    Yao, Yi
    [J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES, PTS 1-3, 2013, 655-657 : 838 - 841