Abstract
To track network-matched trajectories of moving objects is important in a lot of applications such as trajectory-based traffic-flow analysis and trajectory data mining. However, current network-based location tracking methods for moving objects need digital maps installed at the moving object side, which is not realistic in a lot of circumstances. In this paper, we propose a new moving objects database framework, Euclidean-batch-sampling and Network-matched-trajectory based Moving Objects Database (EuNetMOD) model, to support network-matched trajectory tracking without digital maps installed at the moving object side.
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References
Wolfson, O., Yin, H.: Accuracy and Resource Consumption in Tracking and Location Prediction. In: Hadzilacos, T., Manolopoulos, Y., Roddick, J., Theodoridis, Y. (eds.) SSTD 2003. LNCS, vol. 2750. Springer, Heidelberg (2003)
Güting, R.H., Böhlen, M.H., Erwig, M., Jensen, C.S., Lorentzos, N.A., Schneider, M., Vazirgiannis, M.: A Foundation for Representing and Querying Moving Objects. ACM Transactions on Database Systems 25(1), 1–42 (2000)
Vazirgiannis, M., Wolfson, O.: A Spatiotemporal Model and Language for Moving Objects on Road Networks. In: Jensen, C.S., Schneider, M., Seeger, B., Tsotras, V.J. (eds.) SSTD 2001. LNCS, vol. 2121, pp. 20–35. Springer, Heidelberg (2001)
Civilis, A., Jensen, C.S., Pakalnis, S.: Techniques for Efficient Road-Network-Based Tracking of Moving Objects. IEEE Trans. Knowl. Data Eng. 17(5) (2005)
Tiesyte, D., Jensen, C.S.: Efficient Cost-Based Tracking of Scheduled Vehicle Journeys. In: Proc. of MDM 2008, Beijing, China (April 2008)
Almeida, V., Güting, R.H.: Indexing the Trajectories of Moving Objects in Networks. GeoInformatica 9(1), 33–60 (2005)
Güting, R.H., Almeida, V.T., Ding, Z.: Modeling and Querying Moving Objects in Networks. VLDB Journal 15(2), 165–190 (2006)
Ding, Z., Zhou, X.: Location Update Strategies for Network-Constrained Moving Objects. In: Haritsa, J.R., Kotagiri, R., Pudi, V. (eds.) DASFAA 2008. LNCS, vol. 4947, pp. 644–652. Springer, Heidelberg (2008)
Brakatsoulas, S., Pfoser, D., Salas, R., Wenk, C.: On Map-Matching Vehicle Tracking Data. In: Proc. of VLDB 2005, Trondheim, Norway, pp. 863–864 (2005)
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Ding, Z., Deng, K. (2011). Collecting and Managing Network-Matched Trajectories of Moving Objects in Databases. In: Hameurlain, A., Liddle, S.W., Schewe, KD., Zhou, X. (eds) Database and Expert Systems Applications. DEXA 2011. Lecture Notes in Computer Science, vol 6860. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23088-2_19
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DOI: https://doi.org/10.1007/978-3-642-23088-2_19
Publisher Name: Springer, Berlin, Heidelberg
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