A novel cuckoo search based clustering algorithm for wireless sensor networks

Md Akhtaruzzaman Adnan, M. A. Razzaque, Md Anowarul Abedin, S. M. Salim Reza, Molla Rashied Hussein

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)

    Abstract

    Wireless sensor networks are primarily characterized by inadequate energy supply. Therefore, development of an energy efficient protocol can play an important role in impacting the network lifetime. Typically, communication is the most energy expensive act that nodes perform and limited energy of nodes is the main obstacle. An efficient cluster arrangement might be a solution. Though optimum clustering in wireless sensor networks is an NP-Hard problem, at present, bio-inspired metaheuristic approaches are very popular in solving them. This paper presents a centralized energy-aware clustering algorithm for wireless sensor networks using the novel bio mimic cuckoo search algorithm. The cost function was defined, with the goal of maximizing the network lifetime and minimizing the intra-cluster distance. The performance of the proposed algorithm is evaluated with well-known centralized and decentralized clustering protocols. The results derived from simulations show that proposed solution can enhance network lifetime over its comparatives.

    Original languageEnglish
    Title of host publicationAdvanced Computer and Communication Engineering Technology - Proceedings of ICOCOE 2015
    EditorsHamzah Asyrani Sulaiman, Mohd Azlishah Othman, Mohd Fairuz Iskandar Othman, Yahaya Abd Rahim, Naim Che Pee
    PublisherSpringer Verlag
    Pages621-634
    Number of pages14
    ISBN (Print)9783319245829
    DOIs
    Publication statusPublished - 1 Jan 2016
    Event2nd International Conference on Communication and Computer Engineering - Phuket, Thailand
    Duration: 9 Jun 201511 Jun 2015
    Conference number: 2

    Publication series

    NameLecture Notes in Electrical Engineering
    Volume362
    ISSN (Print)1876-1100
    ISSN (Electronic)1876-1119

    Conference

    Conference2nd International Conference on Communication and Computer Engineering
    Abbreviated titleICOCOE 2015
    CountryThailand
    CityPhuket
    Period9/06/1511/06/15

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  • Cite this

    Adnan, M. A., Razzaque, M. A., Abedin, M. A., Salim Reza, S. M., & Hussein, M. R. (2016). A novel cuckoo search based clustering algorithm for wireless sensor networks. In H. A. Sulaiman, M. A. Othman, M. F. I. Othman, Y. A. Rahim, & N. C. Pee (Eds.), Advanced Computer and Communication Engineering Technology - Proceedings of ICOCOE 2015 (pp. 621-634). (Lecture Notes in Electrical Engineering; Vol. 362). Springer Verlag. https://doi.org/10.1007/978-3-319-24584-3_53