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Design of Sensor Data Processing Steps in an Air Pollution Monitoring System
Korea Institute of Science Technology and Information, 245 Daehangno, Yuseong, Daejeon 305-806, Korea
IT Convergence Technology Research Laboratory, Electronics & Telecommunication Research Institute, Daejeon 305-700, Korea
Database/Bioinformatics Lab, Chungbuk National University, Cheongju 361-763, Korea
School of Computing and Information Science, University of Maine, Orono, 5711 Boardman Hall, Rm. 344, Orono, ME 04467, USA
Department of Computer and Information Engineering, Kunsan National University, Kunsan 573-701, Korea
* Authors to whom correspondence should be addressed.
Received: 27 September 2011; in revised form: 14 November 2011 / Accepted: 18 November 2011 / Published: 28 November 2011
Abstract: Environmental monitoring is required to understand the effects of various kinds of phenomena such as a flood, a typhoon, or a forest fire. To detect the environmental conditions in remote places, monitoring applications employ the sensor networks to detect conditions, context models to understand phenomena, and computing technology to process the large volumes of data. In this paper, we present an air pollution monitoring system to provide alarm messages about potentially dangerous areas with sensor data analysis. We design the data analysis steps to understand the detected air pollution regions and levels. The analyzed data is used to track the pollution and to give an alarm. This implemented monitoring system is used to mitigate the damages caused by air pollution.
Keywords: environmental monitoring system; geosensor network; sensor data processing steps; context aware model; air pollution monitoring
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MDPI and ACS Style
Jung, Y.J.; Lee, Y.K.; Lee, D.G.; Lee, Y.; Nittel, S.; Beard, K.; Nam, K.W.; Ryu, K.H. Design of Sensor Data Processing Steps in an Air Pollution Monitoring System. Sensors 2011, 11, 11235-11250.
Jung YJ, Lee YK, Lee DG, Lee Y, Nittel S, Beard K, Nam KW, Ryu KH. Design of Sensor Data Processing Steps in an Air Pollution Monitoring System. Sensors. 2011; 11(12):11235-11250.
Jung, Young Jin; Lee, Yang Koo; Lee, Dong Gyu; Lee, Yongmi; Nittel, Silvia; Beard, Kate; Nam, Kwang Woo; Ryu, Keun Ho. 2011. "Design of Sensor Data Processing Steps in an Air Pollution Monitoring System." Sensors 11, no. 12: 11235-11250.