Title :
Data gathering communication in wireless sensor networks using ant colony optimization
Author :
Ding, Niannian ; Liu, Peter X. ; Hu, Chao
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont., Canada
Abstract :
This paper introduces a centralized approach to data gathering and communication for wireless sensor networks. Inspired by the social behaviors of ants, we clearly partition the work for the base station and sensor nodes according to their different functions and capabilities. A near-optimal chain is achieved by using an ant colony optimization method ruing in the base station. The sensor nodes in the network then form a bi-direction chain structure, which is self-adaptive to any minor changes. The simulation results show that the developed AntChain algorithm performs much better than the LEACH and PEGASIS methods, in terms of energy-efficiency, data integrity and life time, when the base station.
Keywords :
optimisation; wireless sensor networks; AntChain algorithm; LEACH method; PEGASIS method; ant colony optimization; bidirection chain structure; data gathering communication; wireless sensor networks; Ant colony optimization; Base stations; Biosensors; Energy efficiency; Head; Intelligent networks; Peer to peer computing; Power supplies; Sensor phenomena and characterization; Wireless sensor networks; Ant Coloney Optimazation; data collection; sensor network;
Conference_Titel :
Intelligent Robots and Systems, 2005. (IROS 2005). 2005 IEEE/RSJ International Conference on
Print_ISBN :
0-7803-8912-3
DOI :
10.1109/IROS.2005.1545067