Skip to main content
SpringerLink
Log in

Indexing Frequently Updated Trajectories of Network-Constrained Moving Objects

  • Conference paper
Book cover Database and Expert Systems Applications (DEXA 2011)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6861))

Included in the following conference series:

Abstract

Index is a key technique in improving the query processing performance of moving objects databases. However, current index methods for moving object trajectories take trajectory units as the basic index records and frequent index updates are needed when location updates occur, which greatly affects the overall performance of moving objects databases. To solve this problem, we propose a new index method, network-constrained Moving Object Sketched-Trajectory R-Tree (MOSTR-Tree) in this paper, which outperforms previously proposed methods under frequent location updates.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Saltenis, S., Jensen, C.S., Leutenegger, S.T., Lopez, M.A.: Indexing the Position of Continuously Moving Objects. In: Proc. of ACM SIGMOD 2000, TX, USA (2000)

    Google Scholar 

  2. Pfoser, D., Jensen, C.S., Theodoridis, Y.: Novel Approach to the Indexing of Moving Object Trajectories. In: Proc. of the 26th VLDB, Cairo, Egypt (2000)

    Google Scholar 

  3. Almeida, V.T., Güting, R.H.: Indexing the Trajectories of Moving Objects in Networks. GeoInformatica 9, 1 (2005)

    Article  Google Scholar 

  4. Ding, Z., Güting, R.H.: Managing Moving Objects on Dynamic Transportation Networks. In: Proc. of SSDBM 2004, Santorini, Greece (June 2004)

    Google Scholar 

  5. 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)

    Chapter  Google Scholar 

  6. Cudré-Mauroux, P., Wu, E., Madden, S.: TrajStore: An adaptive storage system for very large trajectory data sets. In: Proc. of ICDE, pp. 109–120 (2010)

    Google Scholar 

  7. Rasetic, S., Sander, J., Elding, J., M.: Nascimento: A Trajectory Splitting Model for Efficient Spatio-Temporal Indexing. In: VLDB 2005, pp. 934–945 (2005)

    Google Scholar 

  8. Botea, V., Mallett, D., Nascimento, M., Sander, J.: PIST: An Efficient and Practical Indexing Technique for Historical Spatio-Temporal Point Data. GeoInformatica 12(2), 143–168 (2008)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Institute of Software, Chinese Academy of Sciences, South-Fourth-Street 4, Zhong-Guan-Cun, Beijing, 100190, P.R. China

    Zhiming Ding

Authors
  1. Zhiming Ding
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. IRIT Institut de Recherche en Informatique de Toulouse, Paul Sabatier University, 118, route de Narbonne, 31062, Toulouse Cedex, France

    Abdelkader Hameurlain

  2. Brigham Young University, 784 TNRB, 84602, Provo, UT, USA

    Stephen W. Liddle

  3. Software Competence Center Hagenberg and Johannes-Keppler-University Linz, Softwarepark 21, 4232, Hagenberg, Austria

    Klaus-Dieter Schewe

  4. School of Information Technology and Electrical Engineering, University of Queensland, QLD 4072, Brisbane, Australia

    Xiaofang Zhou

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Ding, Z. (2011). Indexing Frequently Updated Trajectories of Network-Constrained Moving Objects. In: Hameurlain, A., Liddle, S.W., Schewe, KD., Zhou, X. (eds) Database and Expert Systems Applications. DEXA 2011. Lecture Notes in Computer Science, vol 6861. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23091-2_40

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-23091-2_40

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-23090-5

  • Online ISBN: 978-3-642-23091-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation