Data Collecting in Wireless Sensor Networks Using Spatial Models

摘要：

How to collect data energy-efficiently from sensor nodes is an important research issue in wireless sensor networks. In this paper,spatial correlation of sensor data is exploited to address the problem of collecting data from sensor nodes.In our approach,a spatial model is maintained by a cluster head and a replica of the model is maintained the base station.The base station uses the replica model to estimate the actual measurement data of the sensor node in usual time,and an actual measurement datum is sent to the base station only when the error of the model s corresponding estimation exceeds allowable error bound. In such a way,energy can be saved by reducing the transmission of actual measurement data.Experimental results show the effectiveness of our approach.

作者: Chongqing Zhang Sheng Fang Zhe Li

作者单位: Department of Network Engineering Shandong University of Science and Technology Qingdao 266510,China

会议类型: 国际会议

会议名称: 2008 IEEE International Conference on Onformation and Automation(IEEE 信息与自动化国际会议)

会议地点: 张家界

会议语种:英文

页码: 206-210

在线出版日期: 2008-06-20（万方平台首次上网日期，不代表论文的发表时间）