An Effective Location Acquisition Method Based on RFID for Location Based Services

위치 기반 서비스를 위한 RFID 기반의 효과적인 위치 인식 기법

  • Published : 2010.02.15

Abstract

In this paper, we propose a new location acquisition scheme based on RFID that reduces the computation cost of location acquisition and keeps the accuracy of the location. In addition, we propose an incremental location update policy to reduce the location update cost for moving objects. To show the superiority of our proposed scheme, we compare it with the existing researches. It is shown through various experiments that the proposed system reduces the computation cost of location estimation 500 times more than existing researches. Also, the proposed system significantly reduces the cost of location update using the RFID-based update policy.

본 논문에서는 기존 연구의 불필요한 연산량을 제거하여 이동 객체의 위치 인식을 빠르게 연산함과 동시에 측정된 객체의 위치 정보에 대한 높은 정확성을 보장하는 RFID 기반의 새로운 위치 인식 기법을 제안한다. 또한, 응용 서비스에서 알고 있는 해당 객체의 위치 정보를 새로 생성된 위치 정보로 갱신하기 위한 RFID 기반의 위치 갱신 기법을 제안함으로써 응용 서비스로의 불필요한 데이터 전송 비용을 감소시킨다. 제안하는 기법의 우수함을 보이기 위해 기존 연구와 성능 평가를 수행하였다. 실험 평가 결과 기존 연구에 비해 위치 측정시 요구되는 연산량이 약 500배 이상 감소한 결과를 보였다. 또한, RFID 기반의 위치 갱신 기법에 의해 응용 서비스로 전송되는 데이터량을 감소시켰다.

Keywords

References

  1. D. L. Lee, J. Xu, B. Zheng, and W. C. Lee, "Data Management in Location-Dependent Information Services," IEEE Pervasive Computing, vol.1, no.3, pp.65-72, 2002. https://doi.org/10.1109/MPRV.2002.1037724
  2. J. Xu, B. Zheng, M. Zhu, and D. L. Lee, "Research Challenges in Information Access and Dissemination in a Mobile Environment," Proc. Pan-Yello-Sea International Workshop on Information Technologies for Network Era, pp.1-8, 2002.
  3. H. Y. Jin, X. Y. Lu, and M. S. Park, "An Indoor Localization Mechanism Using Active RFID Tag," Proc. the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, p.4, 2006.
  4. J. Bohn, "Prototypical Implementation of Location- Aware Services Based on Super-Distributed RFID Tag," Proc. the International Conference on Architecture of Computing Systems, pp.69-83, 2006.
  5. Y. Zhou, W. Liu, and P. Huang, "Laser-activated RFID-based Indoor Localization System for Mobile Robots," Proc. the IEEE International Conference on Robotics and Automation, pp.4600-4605, 2007.
  6. T. Shiraishi, N. Komuro, H. Ueda, H. Kasai, and T. Tsuboi, "Indoor Location Estimation Technique using UHF band RFID," Proc. International Conference on Information Networking, pp.1-5, 2008.
  7. J. Heo, M. W. Pyeon, J. W. Kim, and H. G. Sohn, "Towards the Optimal Design of an RFID-Based Positioning System for the Ubiquitous Computing Environment," Proc. International Conference on Rough Sets and Knowledge Technology, pp.331-338, 2007.
  8. S. Behera, and C. Maity, "Active RFID Tag in Real Time Location System," Proc. International Multi-Conference on Systems, Signal and Device pp.1-7, 2008.
  9. L. C. Chen, R. K. Sheu, H. C. Lu, W. T. Lo, and Y. P Chu, "Object Finding System Based on RFID Technology," Proc. International Workshop on Asia Pacific Web, pp.383-396, 2006.
  10. M. N. Lionel, and L. Yunhao, "LANDMARC: Indoor Location Sensing Using Active RFID," Wireless Networks, vol.10, no.6 pp.701-710, 2004.
  11. Y. Zhao, Y, Liu, and L. M. Ni, "VIRE: Active RFID-based Localization Using Virtual Reference Elimination," Proc. International Conference on Parallel Processing, p.57, 2007.
  12. S. T. Shin, K. Hsieh, and P. Y. Chen, "An Improvement Approach of Indoor Location Sensing Using Active RFID," Proc. International Conference on Innovative Computing, Information and Control, pp.453-456, 2006.
  13. A. Chattopadhyay, and A. R. Harish, "Analysis of Low Range Indoor Location Tracking Techniques using Passive UHG RFID Tags," 2008 IEEE Radio and Wireless Symposium, pp.351-354, 2008.
  14. A. Civilis, C. S. Jensen, J. Nenortaite, S. Pakalnis, "Efficient Tracking of Moving Objects with Precision Guarantees," Proc. Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services, pp.164-173, 2004.
  15. Z. Dign, and R. H. Guting, "Uncertainty Management for Network Constrained Moving Objects," Proc. International Workshop on Database and Expert System Applications, pp.411-421, 2004.
  16. J. Zhou, H. V. Leong, Q. Lu, and K. C. K. Lee, "Aqua : An Adaptive QUery-Aware Location Updating Scheme for Mobile Objects," Proc. International Conference on Database Systems for Advanced Applications, pp.612-624, 2005.