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A Simplified Model to Extract GPS based Trajectory Traces

간소화된 GPS 기반 궤적 추적 모델

  • Saleem, Muhammad Aamir (Department of Computer Engineering, Kyung Hee University) ;
  • Go, Byunggill (Department of Computer Engineering, Kyung Hee University) ;
  • Lee, Y.K (Department of Computer Engineering, Kyung Hee University) ;
  • Lee, S.Y. (Department of Computer Engineering, Kyung Hee University)
  • Published : 2013.05.10

Abstract

The growth in number and efficiency of smart devices such as GPS enabled smart phones and PDAs present an unparalleled opportunity for diverse areas of life. However extraction of GPS traces for provision of services demand a huge storage space as well as computation overhead. This is a challenging task especially for the applications which provide runtime services. In this paper we provide a simplified model to extract GPS traces of moving objects at runtime. Road segment partitioning and measure of deviation in angle of trajectory path is incorporated to identify the significant data points. The number of these data points is minimized by our proposed approach in an efficient manner to overwhelm the storage and computation overhead. Further, the competent reconstruction of complete itinerary based on gathered data, is also ensured by proposed method.

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