차량용 센서융합 정밀 측위 기술

  • Published : 2013.10.31

Abstract

본고에서는 도심지역을 주행하고 있는 차량의 정확한 위치정보를 획득하기 위한 정밀 측위 시스템 기술과 개발현황을 소개한다. 그리고 위성항법 기반의 정밀 측위 시스템에서 발생하는 측위 오차를 줄이고 위성 신호의 음영지역에서도 차량의 정밀한 위치 결과를 얻기 위하여 차량용 센서를 융합하는 정밀 측위 기술과 개발현황을 알아본다.

Keywords

References

  1. 송정훈, 이재정, 정회걸, 서대화, "차량용 정밀측위 시스템의 적응적 보정방식 선택 및 위치정보 신뢰도 계산 방법,"2013년 한국ITS학회 추계학술대회, pp.43-46.
  2. 이재정, 송정훈, 정회걸, 서대화, "저가형 차량 위치 측위 모듈 설계,"2013년 한국ITS학회 추계학술대회, pp.101-103.
  3. 남동균, 박주영, 박현우, 김도윤, "저가형 자이로 센서의 드리프트 감소 방안에 대한 고찰, " KIIS 추계학술대회, 2010
  4. 이재훈, 김도윤, 성상학, 남동균, 박주영, "임베디드 시스템을 위한 GPS/INS 결합 알고리즘의 실시간 동작 구현, " 2009년 한국지능시스템학회, 2009
  5. 김도윤, 박현우, 유동현, 박종호, 민대홍, 박주영, "관성 센서와 GPS 신호 융합을 통한 차량 위치 성능 개선에 관한 연구, " 정보 및 제어 심포지움, ,2011
  6. 김도윤, 박현근, "관성 센서와 GPS 약결합을 통한 GPS 음영지역에서 차량 위치 추정, " 2011년도 대한전기학회 하게학술대회, 2011.
  7. K. Lee, J. H. Bak and C. H. Lee, "A Study on DGPS/GIS-based Vehicle Control for Safe Driving", Transactions of KSAE, Vol. 21, No. 5, pp.54-58, 2013.
  8. Sungmin Eum, Ho Gi Jung, "Enhancing Light Blob Detection for Intelligent Headlight Control Unit Using Lane Detection," IEEE Transactions on Intelligent Transportation Systems, accepted on 6 Dec. 2012 .
  9. H. G. JUNG, Y. H. LEE, H. J. KANG, Jaihie Kim, "SENSOR FUSION-BASED LANE DETECTION FOR LKS+ACC SYSTEM," International Journal of Automotive Technology, Vol. 10, No. 2, April 2009, pp. 219-228. https://doi.org/10.1007/s12239-009-0026-0
  10. U. Vollath, H. Landau and X. Chen, "Network RTKConcept and Performance," Trimble White paper.
  11. RTKLIB: An Open Source Program Package for GNSS Positioning, http://rtklib.com
  12. Korea National Geographic Information Institute, http://gps.ngii.go.kr
  13. J. K. Suhr, H. M. Kang, H. G. Jung, "Dense stereo based critical area detection for an active pedestrian protection system," Electronics Letters, Vol. 48, Issue 19, Sep. 2012, pp. 1199-1201. https://doi.org/10.1049/el.2012.1176
  14. H. G. Jung, "Medoid selection from sub-tree leaf nodes for k-medoids clustering-based hierarchical template tree construction" Electronics Letters, Vol. 49, Issue 2, 17 Jan. 2013, pp. 108-109. https://doi.org/10.1049/el.2012.3288
  15. N. Luo and G. Lachapelle, "Relative positioning of multiple moving platforms using GPS," IEEE Transactions on Aerospace and Electronic Systems, vol. 39, no. 3, pp. 936-948, July 2003. https://doi.org/10.1109/TAES.2003.1238747
  16. S. Zeng, "A carrier-phase DGPS based V2V object sensing system using fast incremental Bayesian Network," in Proceedings of American Control Conference, Baltimore, MD, June 30, 2010.
  17. I. Skog and P. Handel, "In-car positioning and navigation technologies: a survey," Ieee Transactions on Intelligent Transportation Systems, vol. 10, pp. 4-21, 2009. https://doi.org/10.1109/TITS.2008.2011712
  18. M. A. Quddus, et al., "Current map-matching algorithms for transport applications: State-of-the art and future research directions," Transportation Research Part C: Emerging Technologies, vol. 15, pp. 312-328, 2007. https://doi.org/10.1016/j.trc.2007.05.002
  19. S. Panzieri, et al., "An outdoor navigation system using GPS and inertial platform," IEEE/ASME Transactions on Mechatronics, vol. 7, pp. 134-142, 2002. https://doi.org/10.1109/TMECH.2002.1011250
  20. G. Dissanayake, et al., "The aiding of a low-cost strapdown inertial measurement unit using vehicle model constraints for land vehicle applications," IEEE Transactions on Robotics and Automation, vol. 17, pp. 731-747, 2001. https://doi.org/10.1109/70.964672
  21. H. Qi and J. B. Moore, "Direct Kalman filtering approach for GPS/INS integration," IEEE Transactions on Aerospace and Electronic Systems, vol. 38, pp. 687-693, 2002. https://doi.org/10.1109/TAES.2002.1008998
  22. S. Godha and M. E. Cannon, "GPS/MEMS INS integrated system for navigation in urban areas," GPS Solutions, vol. 11, pp. 193-203, 2007. https://doi.org/10.1007/s10291-006-0050-8
  23. Y. Cui and S. S. Ge, "Autonomous vehicle positioning with GPS in urban canyon environments," IEEE Transactions on Robotics and Automation, vol. 19, pp. 15-25, 2003. https://doi.org/10.1109/TRA.2002.807557
  24. J. Huang and H. S. Tan, "A low-order DGPSbased vehicle positioning system under urban environment," IEEE/ASME Transactions on Mechatronics, vol. 11, pp. 567-575, 2006. https://doi.org/10.1109/TMECH.2006.882988
  25. E. Abbott and D. Powell, "Land-vehicle navigation using GPS," Proceedings of the IEEE, vol. 87, pp. 145-162, 1999. https://doi.org/10.1109/5.736347
  26. S. Rezaei and R. Sengupta, "Kalman filterbased integration of DGPS and vehicle sensors for localization," IEEE Transactions on Control Systems Technology, vol. 15, pp. 1080-1088, 2007. https://doi.org/10.1109/TCST.2006.886439
  27. G. Fiengo, et al., "A hybrid procedure strategy for vehicle localization system: Design and prototyping," Control Engineering Practice, vol. 17, pp. 14-25, 2009. https://doi.org/10.1016/j.conengprac.2008.05.001
  28. S. J. Julier and H. F. Durrant-Whyte, "On the role of process models in autonomous land vehicle navigation systems," IEEE Transactions on Robotics and Automation, vol. 19, pp. 1-14, 2003. https://doi.org/10.1109/TRA.2002.805661
  29. Y. Bar-Shalom, et al., Estimation with applications to tracking and navigation: Wiley-Interscience, 2001.
  30. H. A. P. Blom and Y. Bar-Shalom, "Interacting multiple model algorithm for systems with Markovian switching coefficients," IEEE Transactions on Automatic Control, vol. 33, pp. 780-783, 1988. https://doi.org/10.1109/9.1299
  31. N. Brown, L. Troyer, O. Zelzer and J. van Cranenbroek, "Advances in RTK and Post Processed Monitoring with Single Frequency GPS," Jounal of Global Positioning Systems, Vol. 5, No. 1-2, pp. 145-151, 2006. https://doi.org/10.5081/jgps.5.1.145
  32. Landau H., U. Vollath, X. Chen, "Virtual Reference Stations versus Broadcast Solutions in Network RTK-Advantages and Limitations," Proceedings of the GNSS 2003, Graz Austria, 2003.
  33. Vollath, U. H. Landau, X. Chen, K. Doucet, C. Pagels, "Network RTK Versus Single base RTK Understanding the Error Characteristics," proceedings of the ION-GPS, Institute of Navigation, pp 2274-2781, Portland, Oregon Sept. 24-27, 2002.
  34. Wuebbena, G., A. Bagge, M. Schmitz, "Network- Based Techniques for RTK Applications," Proceedings of GPS Symposium 2001, Japan Inst. of Navigation, Tokyo, Japan, pp 53-65, Nov. 14-16, 2001.
  35. D. Gleason, "Avoiding numerical stability problems of long duration DGPS/INS kalman filters," Journal of Geodesy, vol. 70, no. 5, pp. 263-275, May 1996. https://doi.org/10.1007/BF00867347
  36. M. Petovello, M. Cannon, and G. Lachapelle, "Benefits of using a tactical-grade IMU for highaccuracy positioning," Journal of The Institute of Navigation, vol. 51, no. 1, pp. 1-12, Spring 2004. https://doi.org/10.1002/j.2161-4296.2004.tb00337.x
  37. S. Sukkarieh, et al., "A high integrity IMU/GPS navigation loop for autonomous land vehicle applications," IEEE Transactions on Robotics and Automation, vol. 15, pp. 572-578, 1999. https://doi.org/10.1109/70.768189