Spatio-temporal Sensor Data Processing Techniques


Jeong-Joon Kim, Journal of Information Processing Systems Vol. 13, No. 5, pp. 1259-1276, Oct. 2017  

https://doi.org/10.3745/JIPS.04.0047
Keywords: Multi-dimensional Operator, Multi-dimensional Spatio-temporal Data Type, Sensor Networks, Sensor Query Processing System
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Abstract

As technologies related to sensor network are currently emerging and the use of GeoSensor is increasing along with the development of Internet of Things (IoT) technology, spatial query processing systems to efficiently process spatial sensor data are being actively studied. However, existing spatial query processing systems do not support a spatial-temporal data type and a spatial-temporal operator for processing spatial- temporal sensor data. Therefore, they are inadequate for processing spatial-temporal sensor data like GeoSensor. Accordingly, this paper developed a spatial-temporal query processing system, for efficient spatial-temporal query processing of spatial-temporal sensor data in a sensor network. Lastly, this paper verified the utility of System through a scenario, and proved that this system’s performance is better than existing systems through performance assessment of performance time and memory usage.


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Cite this article
[APA Style]
Kim, J. (2017). Spatio-temporal Sensor Data Processing Techniques . Journal of Information Processing Systems, 13(5), 1259-1276. DOI: 10.3745/JIPS.04.0047.

[IEEE Style]
J. Kim, "Spatio-temporal Sensor Data Processing Techniques ," Journal of Information Processing Systems, vol. 13, no. 5, pp. 1259-1276, 2017. DOI: 10.3745/JIPS.04.0047.

[ACM Style]
Jeong-Joon Kim. 2017. Spatio-temporal Sensor Data Processing Techniques . Journal of Information Processing Systems, 13, 5, (2017), 1259-1276. DOI: 10.3745/JIPS.04.0047.