ReSDaP: A Real-Time Data Provision System Architecture for Sensor Webs

More and more sensors for environment surveillance are deployed around the world given the rapid development of sensor networks. Since sensor data is produced continually for months or even years in many places, a huge amount of data is stored all over the world. This study proposes ReSDaP, an architecture to bridge sensor networks and spatio-temporal databases by continuously creating and running Provision Items (PIs). A PI is responsible for the continual linkage-processing-storage (LPS) of the data stream produced by a sensor, and acts as a pipeline for nonstop transmission of data into spatio-temporal databases at fixed time intervals. Actual data provisions from Wuhan meteorological sensors are used as a case study of ReSDaP. This implementation demonstrates that ReSDaP has good scalability and increases the availability of sensor web data.

[1]  Qingkui Chen,et al.  Integration system for heterogeneous sensor networks: Integration system for heterogeneous sensor networks , 2013 .

[2]  K.B. Lee,et al.  Open standards for homeland security sensor networks , 2005, IEEE Instrumentation & Measurement Magazine.

[3]  Zhi-Ming Ding,et al.  A Database Cluster System Framework for Managing Massive Sensor Sampling Data in the Internet of Things , 2012 .

[4]  Wei Wang,et al.  A Survey of Body Sensor Networks , 2013, Sensors.

[5]  Gianluca Moro,et al.  W-Grid: A scalable and efficient self-organizing infrastructure for multi-dimensional data management, querying and routing in wireless data-centric sensor networks , 2012, J. Netw. Comput. Appl..

[6]  Ian F. Akyildiz,et al.  Sensor Networks , 2002, Encyclopedia of GIS.

[7]  Christoph Stasch,et al.  New Generation Sensor Web Enablement , 2011, Sensors.

[8]  Nengcheng Chen,et al.  A flexible geospatial sensor observation service for diverse sensor data based on Web service , 2009 .

[9]  Lukasz Golab,et al.  Issues in data stream management , 2003, SGMD.

[10]  Na Wang,et al.  A germplasm resources data collection and management geographic information system based heavyweight network , 2013 .

[11]  Jaroslav Pokorný,et al.  Database architectures: Current trends and their relationships to environmental data management , 2006, Environ. Model. Softw..

[12]  Guo Wei.  Resource Locating and Selection for Spatial Image Streaming on P2P Network , 2010 .

[13]  Shengyong Chen,et al.  Game Theory for Wireless Sensor Networks: A Survey , 2012, Sensors.

[14]  Joel J. P. C. Rodrigues,et al.  Real-time data management on wireless sensor networks: A survey , 2012, J. Netw. Comput. Appl..

[15]  Zhuang Song-lin.  ChukwaX: A Heterogeneous Data Access System for Internet of Things , 2012 .

[16]  Martin Vetterli,et al.  On the optimal density for real-time data gathering of spatio-temporal processes in sensor networks , 2005, IPSN 2005. Fourth International Symposium on Information Processing in Sensor Networks, 2005..