Skip to main content

Application-Oriented Fusion and Aggregation of Sensor Data

  • Chapter
Ambient Assisted Living

Part of the book series: Advanced Technologies and Societal Change ((ATSC))

Abstract

A glance at the today’s research and industry community shows that AAL installations are normally offered as “complete solutions”, often including overlapping of almost equal or homogeneous sensors. Thus, redundant sensors are integrated in one single space when purchasing different AAL solutions, leading to an increase of acquisition costs and higher data volume. In order to counteract this problem, we present a method for application-oriented fusion and aggregation of sensor data. Here, the main contribution is a reference model and a semi-automatic approach for the determination of applicability of sensors to predefined AAL applications.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover 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. Elmenreich, W.: Sensor Fusion in Time-Triggered Systems. Ph.D. thesis, Vienna University of Technology, Vienna, Austria (2002)

    Google Scholar 

  2. Frikken, K.B., Dougherty, J.A.: An efficient integrity-preserving scheme for hierarchical sensor aggregation. In: Proceedings of the First ACM Conference on Wireless Network Security (WiSec 2008), pp. 68–76. ACM, New York (2008)

    Chapter  Google Scholar 

  3. Katz, S., Ford, A.B., Moskowitz, R.W., Jackson, B.A., Jaffe, M.W.: Studies of illness in the aged: The index of ADL: A standardized measure of biological and psychosocial function. Journal of the American Medical Association 185(12), 914–919 (1963)

    Article  Google Scholar 

  4. Manulis, M., Schwenk, J.: Security model and framework for information aggregation in sensor networks. ACM Trans. Sen. Netw. 5(2), Article 13 (2009)

    Google Scholar 

  5. OASIS - Open architecture for Accessible Services Integration and Standardization: OASIS common hyper-ontological framework, COF (2009), http://www.oasis-project.eu/docs/OFFICIAL_DELIVERABLES/SP1/D1.2.1/OASIS-D121.pdf (online - accessed November 2011)

  6. Open Geospatial Consortium Inc.: OGC Sensor Web Enablement: Overview and High Level Architecture (2007)

    Google Scholar 

  7. Open Geospatial Consortium Inc.: OpenGIS Sensor Model Language (SensorML): Implementation specification (2007)

    Google Scholar 

  8. Prückner, S., Madler, C., Beyer, D., Berger, M., Kleinberger, T., Becker, M.: Emergency Monitoring and Prevention - EU Project EMERGE. In: Deutscher AAL Kongress 2008, January 29-31, pp. 167–172. VDE-Verlag, Berlin (2008)

    Google Scholar 

  9. Storf, H., Kleinberger, T., Becker, M., Schmitt, M., Bomarius, F., Prueckner, S.: An event-driven approach to activity recognition in ambient assisted living. In: Tscheligi, M., de Ruyter, B., Markopoulus, P., Wichert, R., Mirlacher, T., Meschterjakov, A., Reitberger, W. (eds.) AmI 2009. LNCS, vol. 5859, pp. 123–132. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  10. Universal Open Architecture and Platform for Ambient Assisted Living: The universAAL reference architecture (2010), http://universaal.org/images/stories/deliverables/D1.3-B.pdf (online - accessed November 2011)

  11. W3C: Resource Description Framework (RDF), http://www.w3.org/RDF/ (online - accessed November 2011)

  12. W3C: OWL-S: Semantic Markup for Web Services. Service Profiles (2004), http://www.w3.org/Submission/OWL-S/ (online - accessed November 2011)

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag GmbH Berlin Heidelberg

About this chapter

Cite this chapter

Sit, G.F., Shen, C., Storf, H., Hofmann, C. (2012). Application-Oriented Fusion and Aggregation of Sensor Data. In: Wichert, R., Eberhardt, B. (eds) Ambient Assisted Living. Advanced Technologies and Societal Change. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27491-6_1

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-27491-6_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-27490-9

  • Online ISBN: 978-3-642-27491-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics