Title :
Management Model Research of Wireless Sensor Network Based on Mobile Agent
Author_Institution :
Ningbo Dahongying Univ. Coll. of Software, Ningbo, China
Abstract :
Nowadays most of the wireless sensor network management modes have a shorter lifetime because adopting the way of transferring management information to each other, which thus consuming energy too fast. This paper is aimed at making use of mobile and computerized characteristics of the mobile agent and considering the capacity factors to establish wireless sensor network management model with low consumption. Through improving LEACH algorithm, we can set up cluster-heads of mobile agent, and through comprehensively applying hybrid algorithm combination of GA and PSO, we can optimize the mobile agent path, and improve the quality of solution and accelerate algorithm convergence. The reduction of power consumption of wireless sensor can have remarkable effects especially on the network arrangement of large wireless sensor.
Keywords :
genetic algorithms; mobile agents; particle swarm optimisation; telecommunication computing; wireless sensor networks; GA; LEACH algorithm; PSO; management model research; mobile agent path; power consumption reduction; wireless sensor network management modes; Automation; Low energy consumption; mobile Agent; wireless sensor network;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2011 International Conference on
Conference_Location :
Shenzhen, Guangdong
Print_ISBN :
978-1-61284-289-9
DOI :
10.1109/ICICTA.2011.212