LEACH-CKM: Low Energy Adaptive Clustering Hierarchy protocol with K-means and MTE

Djamila Mechta, Saad Harous, Ismahane Alem, Dounya Khebbab

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

    25 Citations (Scopus)

    Abstract

    The requirement for operation with low energy consumption is one of the major constraints that guide the design of routing protocol in Wireless Sensor Networks (WSN) because each node is powered by a limited and generally an irreplaceable source of energy. In this context, we would like to propose a new protocol which respects the energy constraints, nodes' life duration and packets reception. This work is based on the protocol LEACH-C (Low Energy Adaptive Clustering Hierarchy) which uses a centralized architecture to select cluster-heads while involving the base station and the sensors' local information. It addresses the isolation problem of remote nodes that fail to communicate their information (coordinates and residual energies) to the base station. This results in an inefficient group formation that leads to a huge loss of data and therefore the network loses its performance. For this, we propose a solution that takes into account the remote nodes during the formation of groups. This new protocol, called LEACH-CKM, uses the K-means classification method to group the nodes and Minimum Transmission Energy routing protocol (MTE) to route information from remote nodes.

    Original languageEnglish
    Title of host publication2014 10th International Conference on Innovations in Information Technology, IIT 2014
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages99-103
    Number of pages5
    ISBN (Electronic)9781479972128
    DOIs
    Publication statusPublished - Dec 16 2014
    Event2014 10th International Conference on Innovations in Information Technology, IIT 2014 - Abu Dhabi, Al-Ain, United Arab Emirates
    Duration: Nov 9 2014Nov 11 2014

    Publication series

    Name2014 10th International Conference on Innovations in Information Technology, IIT 2014

    Other

    Other2014 10th International Conference on Innovations in Information Technology, IIT 2014
    Country/TerritoryUnited Arab Emirates
    CityAbu Dhabi, Al-Ain
    Period11/9/1411/11/14

    Keywords

    • Clustering
    • Energy Optimization
    • Routing Protocol
    • WSN

    ASJC Scopus subject areas

    • Computer Science Applications
    • Information Systems
    • Software

    Fingerprint

    Dive into the research topics of 'LEACH-CKM: Low Energy Adaptive Clustering Hierarchy protocol with K-means and MTE'. Together they form a unique fingerprint.

    Cite this