Journal of the Korea Institute of Information and Communication Engineering (한국정보통신학회논문지)

The Korea Institute of Information and Commucation Engineering (한국정보통신학회)
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A Study on Improved Split Algorithms for Moving Object Trajectories in Limited Storage Space

한정된 저장 공간상에서 이동 객체 궤적들에 대한 개선된 분할 알고리즘에 관한 연구

  • 박주현 (부경대학교 컴퓨터공학과) ;
  • 조우현 (부경대학교 컴퓨터공학과)
  • Received : 2010.07.27
  • Accepted : 2010.08.05
  • Published : 2010.09.30
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Abstract

With the development of wireless network technology, the location information of a spatiotemporal object which changes their location is used in various application. Each spatiotemporal object has many location information, hence it is inefficient to search all trajectory information of spatiotemporal objects for a range query. In this paper, we propose an efficient method which divides a trajectory and stores its division data on restricted storage space. Using suboptimal split algorithm, an extended split algorithm that minimizes the volume of EMBRs(Extended Minimum Bounding Box) is designed and simulated. Our experimental evaluation confirms the effectiveness and efficiency of our proposed splitting policy

무선 네트워크 기술의 발달로, 지속적으로 위치가 변화하는 시공간 오브젝트의 위치 정보는 다양한 어플리케이션에서 사용되고 있다. 이런 시공간 오브젝트는 많은 위치 정보를 가지고 있지만 이 오브젝트의 모든 궤적 정보를 저장한다는 것은 비효율적이다. 이것은 저장 매체의 저장 공간은 한정되어 있기 때문이다. 따라서 본 논문에서는 제한된 저장 공간에서 효율적으로 궤적을 분할하는 방법을 제시한다. 개선된 분할 알고리즘을 바탕으로, MBR들의 면적을 최소로 하는 궤적들을 분할하는 k split 알고리즘을 제시한다. 실험의 결과로 제시하는 분할 방법이 다른 알고리즘보다 더 효율적인 것을 알 수 있다.

Keywords

References

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