FARW: Firefly Algorithm for Routing in Wireless Sensor Networks

被引:0
|
作者
Lalwani, Praveen [1 ]
Ganguli, Isha [1 ]
Banka, Haider [1 ]
机构
[1] Indian Sch Mines, Comp Sc & Engn, Dhanbad, Bihar, India
关键词
Firefly Algorithm; WSN; Cluster Head selection; Routing; PROTOCOL;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Firefly algorithm is a new nature inspired algorithm for optimization that needs to be explored further to solve a number of problems to show its real potential. Routing is a well known techniques for prolonging the life of the wireless sensor networks. The current work focuses on solving aforementioned related problem using firefly algorithm. The Routing algorithm is developed with novel fitness function based on residual energy, node degree and distance. The proposed algorithms are extensively tested on various scenarios to show its performance and compared with conventional algorithms such as EADC, DHCR and Hybrid Routing. Experimental results depicts that proposed algorithms performs better as compared with some existing one.
引用
收藏
页码:248 / 252
页数:5
相关论文
共 50 条
  • [1] Multipath routing through the firefly algorithm and fuzzy logic in wireless sensor networks
    Amir Nader Shahbaz
    Hamid Barati
    Ali Barati
    [J]. Peer-to-Peer Networking and Applications, 2021, 14 : 541 - 558
  • [2] Multipath routing through the firefly algorithm and fuzzy logic in wireless sensor networks
    Shahbaz, Amir Nader
    Barati, Hamid
    Barati, Ali
    [J]. PEER-TO-PEER NETWORKING AND APPLICATIONS, 2021, 14 (02) : 541 - 558
  • [3] A Multipopulation Firefly Algorithm for Correlated Data Routing in Underwater Wireless Sensor Networks
    Xu, Ming
    Liu, Guangzhong
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2013,
  • [4] Firefly Algorithm Approach for Localization in Wireless Sensor Networks
    Harikrishnan, R.
    Kumar, V. Jawahar Senthil
    Ponmalar, P. Sridevi
    [J]. PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING, NETWORKING AND INFORMATICS, ICACNI 2015, VOL 2, 2016, 44 : 209 - 214
  • [5] Quantum Firefly Secure Routing for Fog Based Wireless Sensor Networks
    Dayana, R.
    Kalavathy, G. Maria
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (03): : 1511 - 1528
  • [6] A multipath routing algorithm for wireless sensor networks
    Shi, Jinglun
    [J]. UBIQUITOUS INTELLIGENCE AND COMPUTING, PROCEEDINGS, 2006, 4159 : 438 - 446
  • [7] Agent Routing Algorithm in Wireless Sensor Networks
    Zhang Yuqing
    Yang Shuqun
    [J]. INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2012), 2013, 8768
  • [8] A geographic routing algorithm for wireless sensor networks
    Santos, R. A.
    Edwards, A.
    Alvarez, O.
    Gonzalez, A.
    Verduzco, A.
    [J]. CERMA2006: ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE, VOL 1, PROCEEDINGS, 2006, : 64 - 69
  • [9] A Secure Routing Algorithm in Wireless Sensor Networks
    Hu, Zhi
    Wen, Ying-you
    Zhao, Hong
    [J]. PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 793 - 796
  • [10] A firefly algorithm for power management in wireless sensor networks (WSNs)
    Hossein Pakdel
    Reza Fotohi
    [J]. The Journal of Supercomputing, 2021, 77 : 9411 - 9432