Online monitoring method for energy consumption of wireless sensor network on data open platform
Based on the large average relative error of monitoring results caused by the differences of energy consumption monitoring models of wireless sensor networks,an online energy consumption monitoring meth-od of wireless sensor networks on data open platform is proposed.On the basis of the hierarchical and planar wireless sensor networks contained in the database open platform,a condition monitoring framework is es-tablished.The real-time energy consumption monitoring data of the network is collected,and the data is fused.Based on the principle of semi Markov chain,the online monitoring model of energy consumption is constructed,and the online monitoring management scheme is generated by developing C/S architecture.The experiment results show that the average relative error of proposed energy consumption online monitoring method is reduced compared to both existing methods.
open data platformwireless sensor networkenergy consumption monitoringdata compres-sionSemi Markov chain principle
万方数据
维普
