Routing in wireless sensor networks using bio-inspired algorithms

被引：0
|
作者：
Blandon, J. C. [1 ]
Lopez, J. A. [2 ]
Tobon, L. E. [3 ]
机构：
[1] Univ Catolica Pereira, Pereira, Colombia
[2] Univ Autonoma Occidente, Cali, Colombia
[3] Pontificia Univ Javeriana Cali, Dept Elect Engn & Comp Sci, Cali, Colombia
来源：
ENTRE CIENCIA E INGENIERIA | 2018年 / 24期
关键词：
Connectivity; coverage; error control; nodes; optimization methods; routing; swarm algorithms; simulation; wireless sensor networks;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
We present a solution to the problem of routing in a wireless sensor network based on Swarm Intelligence, which has been applied successfully to other routing problems, for example, the traveling salesman problem and others. Routing in a wireless sensor network can be understood as an opt 'Anion problem. In the solution presented, there are both source and destination node. The problem is focused on finding a path that allows optimally connecting both nodes. 'the search space is the complete set of possible paths that connect these two nodes. Two swarm algorithms were implemented for routing: ant-based algorithm, and bee-based algorithm. The results show that swarm intelligence improves the routing in a wireless sensor network when it is considering aspects such as the amount of energy available in the nodes. The simulations show that it produces an improvement in the lifetime of the network.
引用
收藏
页码：130 / 137
页数：8
相关论文
共 50 条
  • [1] Bio-Inspired Routing in Wireless Sensor Networks
    Fahim, Hamza
    Javaid, Nadeem
    Khan, Zahoor Ali
    Qasim, Umar
    Javed, Shumaila
    Hayat, Amir
    Iqbal, Zafar
    Rehman, Ghazanfar
    2015 9TH INTERNATIONAL CONFERENCE ON INNOVATIVE MOBILE AND INTERNET SERVICES IN UBIQUITOUS COMPUTING IMIS 2015, 2015, : 71 - 77
  • [2] A Survey on Bio-inspired Routing Algorithms in Wireless Sensor Network
    Bhasgi, Shivani S.
    Terdal, Sujatha
    INTERNATIONAL TRANSACTION JOURNAL OF ENGINEERING MANAGEMENT & APPLIED SCIENCES & TECHNOLOGIES, 2021, 12 (02):
  • [3] Wireless Sensor Networks Based on Bio-Inspired Algorithms
    Lee, Meonghun
    Kim, Haengkon
    Yoe, Hyun
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2018, PT I, 2018, 10960 : 719 - 725
  • [4] Lessons in implementing bio-inspired algorithms on wireless sensor networks
    Breza, Michael
    McCann, Julie A.
    PROCEEDINGS OF THE 2008 NASA/ESA CONFERENCE ON ADAPTIVE HARDWARE AND SYSTEMS, 2008, : 271 - 276
  • [5] BioWSN: A Bio-Inspired Method for Optimization of Routing in Wireless Sensor Networks
    Ahmadi, Ramin
    Ekbatanifard, Gholamhossein
    Bayat, Peyman
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [6] Comparative Analysis of Bio-Inspired Algorithms for Underwater Wireless Sensor Networks
    Zehra, Syeda Sundus
    Qureshi, Rehan
    Dev, Kapal
    Shahid, Saleem
    Bhatti, Naveed Anwar
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 116 (02) : 1311 - 1323
  • [7] Comparative Analysis of Bio-Inspired Algorithms for Underwater Wireless Sensor Networks
    Syeda Sundus Zehra
    Rehan Qureshi
    Kapal Dev
    Saleem Shahid
    Naveed Anwar Bhatti
    Wireless Personal Communications, 2021, 116 : 1311 - 1323
  • [8] A Novel Bio-inspired Trusted Routing Protocol for Mobile Wireless Sensor Networks
    Zhang, Mingchuan
    Xu, Changqiao
    Guan, Jianfeng
    Zheng, Ruijuan
    Wu, Qingtao
    Zhang, Hongke
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2014, 8 (01): : 74 - 90
  • [9] Bio-inspired Optimization Routing Technique Using DNA Sequencing Algorithm for Wireless Sensor Networks
    Jayanthi, N.
    Valluvan, K. R.
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 101 (04) : 2365 - 2381
  • [10] Bio-Inspired Mechanisms in Wireless Sensor Networks
    Khan, S.
    Lloret, Jaime
    Macias-Lopez, Elsa
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2015,
12345