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
Link To Document