Title :
Optimization Design of Coal Mine Wireless Body Sensor Network Based on Genetic Algorithm
Author :
Yong, Ma ; Yu, Yan ; Yan, Wang ; Huludao, Liaoning ; Ling, Lin ; Gang, Li
Author_Institution :
Inst. of Sci., Liaoning Tech. Univ., Fuxin
Abstract :
Wireless body sensor network is employed into the coal mine rescue system. We present a multi-objective optimization methodology for self-organizing, adaptive wireless sensor network design and energy management, taking into consideration application-specific requirements, communication constraints and energy-conservation characteristics. We use genetic algorithm as the optimization tool. Simulation results show that this method can optimize the power management obviously to improve the network load balance, without lacking of network characteristics that are required by the coal mine rescue system.
Keywords :
genetic algorithms; mining; wireless sensor networks; adaptive wireless sensor network design; coal mine rescue system; coal mine wireless body sensor network; genetic algorithm; multiobjective optimization methodology; wireless sensor network energy management; Adaptive systems; Algorithm design and analysis; Body sensor networks; Constraint optimization; Design optimization; Energy management; Genetic algorithms; Optimization methods; Power system management; Wireless sensor networks; Genetic algorithm; network load balancing; under mine rescue system; wireless body sensor network;
Conference_Titel :
Networks Security, Wireless Communications and Trusted Computing, 2009. NSWCTC '09. International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-4223-2
DOI :
10.1109/NSWCTC.2009.347
