Calibrating large scale vehicle trajectory data

Proceedings - 2012 IEEE 13th International Conference on Mobile Data Management, MDM 2012

Volumn , Issue , 2012, Pages 222-231

  Liu, Siyuan ^a   Liu, Ce ^b   Luo, Qiong ^c   Ni, Lionel M ^c   Krishnan, Ramayya ^a  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF PITTSBURGH   (United States)

^c HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Calibration; map matching; vehicle trajectory

Indexed keywords

DATA MINING TASKS; GEOMETRY INFORMATION; GPS DATA; GPS TRAJECTORIES; HISTORICAL INFORMATION; INTERPOLATION ALGORITHMS; LOCATION ERRORS; MAP MATCHING; MAP-MATCHING ALGORITHM; MATCHING ALGORITHM; REAL LIFE DATA; REAL WORLD DATA; ROAD NETWORK; SAMPLING RATES; SPATIO-TEMPORAL TRAJECTORIES; STATE OF THE ART; TIME STAMPS; TOPOLOGICAL INFORMATION; TRAJECTORY-BASED; VEHICLE LOCATION; VEHICLE TRAJECTORIES;

ALGORITHMS; CALIBRATION; GLOBAL POSITIONING SYSTEM; HIGHWAY ADMINISTRATION; INFORMATION MANAGEMENT; TOPOLOGY; VEHICLES;

TRAJECTORIES;

EID: 84870739358     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MDM.2012.15     Document Type: Conference Paper

References (24)

1. th ACM SIGKDD, 2010.
2. th IEEE INFOCOM, 2009.
3. th ACM SIGSPATIAL, 2009.
4. M. Quddus, "High integrity map matching algorithms for advanced transport telematics applications," Ph.D. dissertation, Citeseer, 2006.
5. I. Skog and P. Handel, "In-Car Positioning and Navigation Technologies: A Survey," IEEE Transactions on Intelligent Transportation Systems, 2009.
6. A. Tsui and A. Shalaby, "An enhanced system for link and mode identifications for GPS-based personal travel surveys," Transportation Research Record, 2006.
7. M. Quddus, W. Ochieng, and R. Noland, "Current map-matching algorithms for transport applications: State-of-the art and future research directions," Transportation Research Part C: Emerging Technologies, 2007.
8. G. Taylor, G. Blewitt, D. Steup, S. Corbett, and A. Car, "Road reduction filtering for GPS-GIS navigation," Transactions in GIS, 2001.
9. C. Wenk, R. Salas, and D. Pfoser, "Addressing the need for mapmatching speed: Localizing globalb curve-matching algorithms," in Proc. of the 18th SSDBM, 2006.
10. W. Chen, Z. Li, M. Yu, and Y. Chen, "Effects of sensor errors on the performance of map matching," The Journal of Navigation, 2005.
11. Y. Meng, W. Chen, Z. Li, Y. Chen, and J. Chao, "A simplified mapmatching algorithm for in-vehicle navigation unit," Annals of GIS, 2002.
12. th SIGSPATIAL GIS, 2010.
13. A. Brilingaite and C. S. Jensen, "Enabling routes of road network constrained movements as mobile service context," Geoinformatica, vol. 11, March 2007.
14. st Annual Meeting of TRB, 2002.
15. st VLDB, 2005.
16. W. Kim, G. Jee, and J. Lee, "Efficient use of digital road map in various positioning for ITS," in Proc. of IEEE PLANS, 2000.
17. th IEEE ITSC, 2004.
18. th SSDBM, 2004.
19. th IEEE ICDM, 2009.
20. th MDM, 2010.
21. M. Quddus, R. Noland, and W. Ochieng, "Validation of map matching algorithms using high precision positioning with GPS," The Journal of Navigation, 2005.
22. th SSD, 1999.
23. M. Quddus, W. Ochieng, L. Zhao, and R. Noland, "A general map matching algorithm for transport telematics applications," GPS solutions, 2003.
24. E. W. Dijkstra., "A note on two problems in connection with graphs," Numerische Mathematik, 1959.