Indexing network-constrained trajectories for connectivity-based queries

International Journal of Geographical Information Science

Volumn 20, Issue 3, 2006, Pages 303-328

  Li, Xiang ^a   Lin, Hui ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Connectivity based query; Data access method; Index structure; Moving objects; Network; Network constrained trajectory

Indexed keywords

TRAJECTORY;

EID: 33644790497     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658810500432570     Document Type: Article

References (41)

1. Abdelguerfi, M. and Givaudan, J. and Shaw, K. and Ladner, R.(2002) The 2-3 TR-tree, a trajectory-oriented index structure for fully evolving valid-time spatio-temporal datasets. In Proceedings of the ACM Workshop on Advances in Geographic Information Systems, ACM GIS. (pp. 29 - 34). November 2002, McLean, VA
2. Barron K, Collins J, Derr R, Jacobson L, Lomax T, Mudge D, Robinson JR, Row S, Smith B, Smith C, Tarnoff P. 2004. The future of travel time data - a paradigm shift. Available online at: http://depts.washington.edu/ ahb20/reports/FinalTrvTime2-3-2004.pdf (accessed 14 October 2005)
3. Bayer, R. and McCreight, E. (1972) Organization and maintenance of large ordered indices. Acta Informatica, 1, pp. 173 - 189.
4. Beckmann, N. and Kriegel, H.-P. and Schneider, R. and Seeger, B. (1990) The R*-tree: An efficient and robust access method for points and rectangles. ACM SIGMOD Record, 19, pp. 322 - 331.
5. Bentley, J. L.(1977) Algorithms for Klee's rectangle problems, Research Report. In. Computer Science Department, Carnegie-Mellon University, Pittsburgh, PA
6. Bertino, E. and Ooi, B. C. and Sacks-Davis, R. and Tan, K. -L. and Zobel, J. and Shidlovsky, B. and Catania, B.(1997). In Indexing Techniques for Advanced Database Systems. Boston MA: Kluwer Academic.
7. Blewitt, G. and Taylor, G. (2002) Mapping dilution of precision (MDOP) and map-matched GPS. International Journal of Geographical Information Science, 16, pp. 55 - 67.
8. Cai, Y. and Ng, R.(2004) Indexing spatio-temporal trajectories with Chebyshev polynomials. In Proceedings of the ACM SIGMOD International Conference on Management of Data. (pp. 599 - 610). New York: ACM Press. 13-18 June 2004, Paris
9. Chakka, V. P. and Everspaugh, A. and Patel, J. M.(2003) Indexing large trajectory data sets with SETI. In Proceedings of the Conference on Innovative Data Systems Research, CIDR. (pp. 164 - 175). 5-8 January 2003, Asilomar, CA
10. Chon, H. D. and Agrawal, D. and Abbadi, A. E.(2002) Query processing for moving objects with space-time grid storage model. In Proceedings of the 3rd International Conference on Mobile Data Management (MDM). (pp. 121 - 128). Washington DC: IEEE Computer Society. 8-11 January 2002, Singapore
11. De Almeida, V. T. and Güting, R. H. (2005) Indexing the trajectories of moving objects in networks. GeoInformatica, 9, pp. 33 - 60.
12. Edelsbrunner, H. (1983) A new approach to rectangle intersections, part I&II. International Journal of Computer Mathematics, 13, pp. 209 - 229.
13. Frentzos, R.(2003) Indexing moving objects on fixed networks. In Proceedings of the 8th Intl. Symp. on Spatial and Temporal Databases (SSTD). (pp. 289 - 305). 25-27 July 2003, Santorini Island, Greece
14. Goodchild, M. F. (2004) GIScience, geography, form, and process. Annals of the Association of American Geographers, 94, pp. 709 - 714.
15. Gunadhi, H. and Segev, A. (1993) Efficient indexing methods for temporal relation. IEEE Transactions on Knowledge and Data Engineering, 5, pp. 496 - 509.
16. Guttman, A.(1984) R-trees: A dynamic index structure for spatial searching. In Proceedings of the ACM SIGMOD Conference on Management of Data. (pp. 47 - 57). June 1984, Boston, MA
17. Hadjieleftheriou, M. and Kollios, G. and Tsotras, V. J. and Gunopulos, D.(2002) Efficient indexing of spatiotemporal objects. In Proceedings of the 8th International Conference on Extending Database Technology. (pp. 251 - 268). New York: Springer. 25-27 March 2002, Prague
18. Jagoe, A.(2003). In Mobile Location Services: The Definitive Guide. Upper Saddle River NJ: Prentice-Hall.
19. Kim, S. and Kim, J.-H. (2001) Adaptive fuzzy-network-based c-measure map-matching algorithm for car navigation system. IEEE Transactions on Industrial Electronics, 48, pp. 432 - 441.
20. Li, X. and Lin, H. and Zhao, Y. B. (2005) A connectivity-based map matching algorithm. Asian Journal of Geoinformatics, 5, pp. 69 - 76.
21. Lomet, D. and Salzberg, B.(1989) Access methods for multiversion data. In Proceedings of the 1989 ACM SIGMOD International Conference on Management of Data. (pp. 315 - 324). June 1989, Portland, OR (SIGMOD Record)
22. McCreight, E. M. (1985) Priority search trees. SIAM Journal of Computing, 14, pp. 257 - 276.
23. Miller HJ. 2005. Geographic data mining and knowledge discovery. Available online at: http://www.geog.utah.edu/%7Ehmiller/papers/ Handbook_GIS.pdf (accessed 14 October 2005)
24. Miller HJ, Shaw SL. 2001. Geographic Information Systems for Transportation: Principles and Applications. Oxford University Press
25. Nascimento, M. A. and Silva, J. R. O. and Theodoridis, Y.(1999) Evaluation for access structures for discretely moving points. In Proceedings of the International Workshop on Spatio-Temporal Database Management (STDBM'99). (pp. 171 - 188). 10-11 September 1999, Edinburgh
26. Nievergelt, J. and Hinteberger, H. and Sevcik, K. D. (1984) The grid file: An adaptable, symmetric multi-key file structure. ACM Transactions on Database Systems, 9, pp. 34 - 71.
27. Pfoser, D. and Jensen, C. S.(2003) Indexing of network constrained moving objects. In Proceedings of the 11th ACM International Symposium on Advances in Geographic Information Systems. (pp. 25 - 32). New York: ACM Press. 7-8 November 2003, New Orleans, LA
28. Pfoser, D. and Jensen, C. S. and Theodoridis, Y.(2000) Novel approaches to the indexing of moving object trajectories. In Proceedings of the 26th International Conference on Very Large Databases. (pp. 395 - 406). 10-14 September 2000, Cairo, Egypt
29. Robinson, J. T.(1981) The K-D-B-tree: A search structure for large multidimensional dynamic indexes. In Proceedings of the SIGMOD International Conference on Management of Data. (pp. 10 - 18). New York: ACM Press. 29 April-1 May 1981, Ann Arbor, MI
30. Scott, C.(1994) Improving GPS positioning for motor vehicle through map matching. In Proceedings of the ION GPS-94, The Seventh International Technical Meeting of the Satellite of Navigation. (pp. 1391 - 1410). 20-23 September, Salt Lake City, UT
31. Sheffi, Y.(1985). In Urban Transportation Networks: Equilibrium Analysis with Mathematical Programming Methods. Englewood Cliffs NJ: Prentice-Hall.
32. Shen, H. and Ooi, B. C. and Lu, H.(1994) The TP-index: A dynamic and efficient. In Proceedings of the International Conference on Data Engineering. (pp. 274 - 281). Washington DC: IEEE Computer Society. 14-18 February 1994, Houston, TX
33. Song, Z. and Roussopoulos, N.(2003) SEB-tree: An approach to index continuously moving objects. In Proceedings of the IEEE International Conference on Mobile Data Management, MDM. (pp. 340 - 344). New York: Springer. 21-24 January 2003, Melbourne
34. Tao, Y. and Papadias, D.(2001a) Efficient historical R-trees. In Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM. (pp. 223 - 232). Washington DC: IEEE Computer Society. 18-20 July 2001, Fairfax, VA
35. Tao, Y. and Papadias, D.(2001b) MV3R-tree: A spatiotemporal access method for timestamp and interval queries. In Proceedings of the 27th International Conference on Very Large Databases. (pp. 431 - 440). 11-14 September 2001, Rome
36. Taylor, G. and Uff, J. and Al-Hamadani, A.(2001) GPS positioning using map-matching algorithms, drive restriction information and road network connectivity. In Proceedings of the GIS Research UK 2001 9th Annual Conference. (pp. 114 - 119). 18-20 April, Wales (University of Glamorgan)
37. Theodoridis, Y. and Vazirgiannis, M. and Sellis, T.(1996) Spatio-temporal indexing for large multimedia applications. In Proceedings of the 3rd IEEE Conference on Multimedia Computing and Systems. (pp. 441 - 448). 17-23 June 1996, Hiroshima
38. White, C. E. and Bernstein, D. and Kornhauser, A. L. (2000) Some map matching algorithms for personal navigation assistants. Transportation Research Part C, 8, pp. 91 - 108.
39. Xu, X. and Han, J. and Lu, W.(1990) Rt-tree: An improved R-tree indexing structure for temporal spatial databases. In Proceedings of the International Symposium on Spatial Data Handling (SDH). (pp. 1040 - 1049). July 1990, Zurich
40. Yu, M. and Wu, C. and Li, Z. (2002) A simplified map-matching algorithm for in-vehicle navigation unit. Geographic Information Sciences, 8, pp. 24 - 30.
41. Zhao, Y. L.(1997). In Vehicle Location and Navigation Systems. Boston MA: Artech House.