iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://unpaywall.org/10.1007/11907503_2
Data Aggregation for Target Tracking in Wireless Sensor Networks | SpringerLink
Skip to main content

Data Aggregation for Target Tracking in Wireless Sensor Networks

  • Conference paper
Smart Sensing and Context (EuroSSC 2006)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 4272))

Included in the following conference series:

Abstract

This paper presents the results of a study on the effects of data aggregation for target tracking in wireless sensor networks. In these networks energy, computing power and communication bandwidth are scarce. A novel approach towards data aggregation is proposed. It is tested in a simulation environment and compared with more straightforward methods. The results of the experiments clearly show the benefit of the new approach in terms of energy consumption and tracking accuracy.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

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.

Similar content being viewed by others

References

  1. Estrin, D., Govindan, R., Heidemann, J., Kumar, S.: Next century challenges: scalable coordination in sensor networks. In: ACM/IEEE international conference on Mobile computing and networking, pp. 263–270. ACM Press, New York (1999)

    Chapter  Google Scholar 

  2. Pottie, G.J., Kaiser, W.J.: Wireless integrated network sensors. Commun. ACM 43(5), 51–58 (2000)

    Article  Google Scholar 

  3. Yang, X., Ong, K.G., Dreschel, W.R., Zeng, K., Mungle, C.S., Grimes, C.A.: Design of a wireless sensor network for long-term, in-situ monitoring of an aqueous environment. Sensors 2, 436–472 (2002)

    Article  Google Scholar 

  4. Mainwaring, A., Culler, D., Polastre, J., Szewczyk, R., Anderson, J.: Wireless sensor networks for habitat monitoring. In: International workshop on Wireless sensor networks and applications, pp. 88–97. ACM Press, New York (2002)

    Chapter  Google Scholar 

  5. Martinez, K., Hart, J.K., Ong, R.: Environmental sensor networks. Computer 37, 50–56 (2004)

    Article  Google Scholar 

  6. Ye, F., Luo, H., Cheng, J., Lu, S., Zhang, L.: A two-tier data dissemination model for large-scale wireless sensor networks. In: International conference on Mobile computing and networking, pp. 148–159. ACM Press, New York (2002)

    Google Scholar 

  7. van Dam, T., Langendoen, K.: An adaptive energy-efficient MAC protocol for wireless sensor networks. In: International conference on Embedded networked sensor systems, pp. 171–180. ACM Press, New York (2003)

    Chapter  Google Scholar 

  8. Ye, W., Heidemann, J., Estrin, D.: An energy efficient MAC protocol for wireless sensor networks. In: Conference of the IEEE Computer and Communications Societies (INFOCOM), vol. 3, pp. 1567–1576 (June 2002)

    Google Scholar 

  9. Kulik, J., Heinzelman, W., Balakrishnan, H.: Negotiation-based protocols for disseminating information in wireless sensor networks. Wirel. Netw. 8(2/3), 169–185 (2002)

    Article  MATH  Google Scholar 

  10. Horling, B., Vincent, R., Mailler, R., Shen, J., Becker, R., Rawlins, K., Lesser, V.: Distributed sensor network for real time tracking. In: International conference on Autonomous agents, pp. 417–424. ACM Press, New York (2001)

    Chapter  Google Scholar 

  11. Zhao, F., Shin, J., Reich, J.: Information-driven dynamic sensor collaboration for target tracking. IEEE Signal Processing Magazine 19, 61–72 (2002)

    Article  Google Scholar 

  12. Li, D., Wong, K., Hu, Y.H., Sayeed, A.: Detection, classification and tracking of targets in distributed sensor networks. IEEE Signal Processing Magazine 19(2), 17–29 (2002)

    Article  Google Scholar 

  13. Pattem, S., Poduri, S., Krishnamachari, B.: Energy-quality tradeoffs for target tracking in wireless sensor networks. In: International Symposium on Aerospace/Defense sensing Simulation and Controls, Aerosense (April 2003)

    Google Scholar 

  14. Varga, A.: Omnet++: Objective modular network testbed in C++, http://www.omnetpp.org

  15. Ditzel, M., Elferink, F.: Low-power radar for wireless sensor networks. In: European Radar Conference (September 2006)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Lageweg, C., Janssen, J., Ditzel, M. (2006). Data Aggregation for Target Tracking in Wireless Sensor Networks. In: Havinga, P., Lijding, M., Meratnia, N., Wegdam, M. (eds) Smart Sensing and Context. EuroSSC 2006. Lecture Notes in Computer Science, vol 4272. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11907503_2

Download citation

  • DOI: https://doi.org/10.1007/11907503_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-47842-3

  • Online ISBN: 978-3-540-47845-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics