Abstract
In recent years, the research community has introduced various methods for processing spatio-temporal queries in road networks. In this paper, we present a novel type of spatio-temporal queries, named the continuous min-max distance bounded query (or CM 2 DBQ for short). Given a moving query object q, a minimal distance d m , and a maximal distance d M , a CM 2 DBQ retrieves the bounded objects whose road distances to q are within the range [d m , d M ] at each time instant. The CM 2 DBQ is indeed an important query with many real applications. We address the problem of processing the CM 2 DBQ and propose two algorithms, named the Continuous Within Query-based (CWQ-based) algorithm and the CM 2 DBQ algorithm, to efficiently determine the bounded objects at each time instant. Extensive experiments using real road network dataset demonstrate the efficiency of the proposed algorithms.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Huang, Y.-K., Chen, C.-C., Lee, C.: Continuous k-nearest neighbor query for moving objects with uncertain velocity. GeoInformatica 13(1), 1–25 (2009)
Iwerks, G., Samet, H., Smith, K.: Continuous k-nearest neighbor queries for continuously moving points with updates. In: Proceedings of the International Conference on Very Large Data Bases, Berlin, Germany, September 9-12 (2003)
Tao, Y., Papadias, D.: Time parameterized queries in spatio-temporal databases. In: Proceedings of the ACM SIGMOD, Madison, Wisconsin (2002)
Tao, Y., Papadias, D., Shen, Q.: Continuous nearest neighbor search. In: Proceedings of the International Conference on Very Large Data Bases, Hong Kong, China, August 20-23 (2002)
Xiong, X., Mokbel, M.F., Aref, W.G.: Sea-cnn: Scalable processing of continuous k-nearest neighbor queries in spatio-temporal databases. In: Proceedings of the International Conference on Data Engineering (2005)
Cho, H.-J., Chung, C.-W.: An efficient and scalable approach to cnn queries in a road network. In: Proceedings of the International Conference on Very Large Data Bases, Trondheim, Norway (2005)
Hu, H., Lee, D.-L., Xu, J.: Fast Nearest Neighbor Search on Road Networks. In: Ioannidis, Y., Scholl, M.H., Schmidt, J.W., Matthes, F., Hatzopoulos, M., Böhm, K., Kemper, A., Grust, T., Böhm, C. (eds.) EDBT 2006. LNCS, vol. 3896, pp. 186–203. Springer, Heidelberg (2006)
Jensen, C.S., Kolar, J., Pedersen, T.B., Timko, I.: Nearest neighbor queries in road networks. In: Proceedings of the ACM GIS, New Orleans, Louisiana, USA, November 7-8 (2003)
Mouratidis, K., Yiu, M.L., Papadias, D., Mamoulis, N.: Continuous nearest neighbor monitoring in road networks. In: Proceedings of the International Conference on Very Large Data Bases, Seoul, Korea, September 12-15 (2006)
Papadias, D., Zhang, J., Mamoulis, N., Tao, Y.: Query processing in spatial network databases. In: Proceedings of the International Conference on Very Large Data Bases, Berlin, Germany, September 9-12 (2003)
Dijkstra, E.W.: A note on two problems in connection with graphs. Numeriche Mathematik 1, 269–271 (1959)
Kung, R., Hanson, E., Ioannidis, Y., Sellis, T., Shapiro, L., Stonebraker, M.: Heuristic search in data base system. In: Proceedings of the International Workshop on Expert Database Systems (1986)
Huang, Y.-K., Chen, Z.-W., Lee, C.: Continuous K-Nearest Neighbor Query over Moving Objects in Road Networks. In: Li, Q., Feng, L., Pei, J., Wang, S.X., Zhou, X., Zhu, Q.-M. (eds.) APWeb/WAIM 2009. LNCS, vol. 5446, pp. 27–38. Springer, Heidelberg (2009)
Huang, Y.-K., Lin, L.-F.: Continuous within query in road networks. In: IWCMC (2011)
Brinkhoff, T.: A framework for generating network-based moving objects. GeoInformatica 6(2), 153–180 (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Huang, YK., Lin, LF., Chung, YC., Su, IF. (2012). Continuous Min-Max Distance Bounded Query in Road Networks. In: Sheng, Q.Z., Wang, G., Jensen, C.S., Xu, G. (eds) Web Technologies and Applications. APWeb 2012. Lecture Notes in Computer Science, vol 7235. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29253-8_36
Download citation
DOI: https://doi.org/10.1007/978-3-642-29253-8_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-29252-1
Online ISBN: 978-3-642-29253-8
eBook Packages: Computer ScienceComputer Science (R0)