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OALib Journal期刊
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Dynamic voltage scaling in wireless sensor network based on wavelet
基于小波的DVS在无线传感器网络中的应用

Keywords: wireless sensor networks,dynamic voltage scaling,wavelet,Kalman,AR,SA-1100 processor
无线传感器网络
,动态电压调度,小波,卡尔曼,自回归,SA-1100处理器,小波,无线传感器,网络,应用,wavelet,based,wireless,sensor,network,scaling,voltage,结果判断,仿真实验,能量消耗,周期,运行状态,一一对应,操作频率,工作电压,频率等级,处理器,预测

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Abstract:

In order to extend life of wireless sensor network by making economical use of energy, put forward an effective method of dynamic voltage scaling which is based on wavelet, aimed at the node of wireless sensor network in running state to resolve it.Used wavelet, Kalman filter and AR to forecast the workload which next period will be, and what processors operating frequency levels(the work voltage and the operating frequency of CPU are one by one) is judged to enter according to the forecast results, the smaller task, the smaller operating frequency using, thereby reducing the energy consumption of nodes in one period. Experimental results show that the method is effective.

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