• DocumentCode
    3301177
  • Title

    An ad-hoc clustering algorithm based on ant colony algorithm

  • Author

    Ying-Wei Chen ; Xin Xia ; Rong Wang

  • Author_Institution
    Sch. of Math. & Comput. Sci., JiangXi Sci. Technol. Normal Univ., Nanchang, China
  • fYear
    2013
  • fDate
    13-15 Dec. 2013
  • Firstpage
    64
  • Lastpage
    69
  • Abstract
    This paper proposes a new Ad Hoc clustering algorithm based on ant colony algorithm. The protocol has introduced the node reliability to reflect the node communication environment situation and how busy the node is. At the same time, the node reliability is one of the node pheromone factors. In the process of clustering and cluster maintenance, it elects the optimal node as cluster head to management cluster members with the guidance of the node pheromone which is cumulative and updating timely to increase the stability of the clusters formed. The clusters are based on multi-hop which can be adjusted according to the size of network. In the cluster, the cluster heads found the best route to the destination node on-demand with ant colony algorithm to reduce the burden on the cluster head and the routing overhead.
  • Keywords
    ad hoc networks; ant colony optimisation; pattern clustering; routing protocols; ad-hoc clustering algorithm; ant colony algorithm; cluster maintenance; clustering routing protocol; management cluster members; node communication environment situation; node pheromone factors; node reliability; stability; Ad hoc networks; Clustering algorithms; Equations; Packet loss; Protocols; Routing; Ad Hoc; Ant colony Algorithm; Clustering Algorithm; Node Reliability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2013 IEEE International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/GrC.2013.6740382
  • Filename
    6740382