Skip to main content

Collaborative Training Mechanism Design for Wireless Sensor and Actuator Networks

  • Conference paper
Intelligent Robotics and Applications (ICIRA 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7506))

Included in the following conference series:

  • 5100 Accesses

Abstract

Wireless sensor and actuator networks (WSANs) combine a large number of sensor nodes and a lower number of actuator nodes that are connected with wireless medium, providing distributed sensing and executing appropriate tasks to the events monitored in a special region of interest. The design of coordination mechanisms among nodes is considered in this paper. First, we formulate the mathematical models for WSANs system. Then, a strategy is proposed to assign proper tasks to actuators based on the characteristics of current events. Finally, according to system requirements, a distributed PID neural network control scheme is adopted to take coordinated actions of actuators on the given tasks. The simulations demonstrate the effectiveness of our proposed methods.

This work was supported by the National Natural Science Foundation of China under grant 61174070 and the Specialized Research Fund for the Doctoral Program under grant 20110172110033.

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 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. Akyildiz, I.F., Kasimoglu, I.H.: Wireless Sensor and Actor Networks: Research Challenges. Ad Hoc Networks 2, 351–367 (2004)

    Article  Google Scholar 

  2. Yuan, H.D., Ma, H.D., Liao, H.Y.: Coordination Mechanism in Wireless Sensor and Actor Networks. In: The First International Multi-Symposiums on Computer and Computational Sciences, pp. 627–634. IEEE Press, New York (2006)

    Google Scholar 

  3. Xu, Z.H., Wang, Y., Zou, Q.Y., Tang, J.: Adaptive Kalman Filtering Based Location Coordination Algorithm For Wireless Sensor And Actor Networks. In: International Forum on Information Technology and Applications, pp. 264–267. IEEE Press, New York (2009)

    Google Scholar 

  4. Melodia, T., Pompili, D., Gungor, V.C., Akyildiz, I.F.: Communication and Coordination in Wireless Sensor and Actor Networks. IEEE Trans. on Mobile Computing 6, 1116–1129 (2007)

    Article  Google Scholar 

  5. Melodia, T., Pompili, D., Akyildiz, I.F.: Handing Mobility in Wireless Sensor and Actor Networks. IEEE Trans. on Mobile Computing 9, 160–173 (2010)

    Article  Google Scholar 

  6. Cao, X.H., Chen, J.M., Xiao, Y., Sun, Y.X.: Building-environment Control With Wireless Sensor and Actuator Networks: Centralized Versus Distributed. IEEE Trans. on Industrial Electronics 57, 3596–3606 (2010)

    Article  Google Scholar 

  7. Chen, J.M., Cao, X.H., Chen, P., Xiao, Y., Sun, Y.X.: Distributed Collaborative Control for Industrial Automation With Wireless Sensor and Actuator Networks. IEEE Trans. on Industrial Electronics 57, 4219–4229 (2010)

    Article  Google Scholar 

  8. Ang, K.H., Chong, G., Li, Y.: PID Control System Analysis, Design, and Technology. IEEE Trans. on Control System Technology 13, 559–576 (2005)

    Article  Google Scholar 

  9. Shu, H.L., Guo, X.C., Shu, H.: PID Neural Networks in Multivariable Systems. In: the 2002 IEEE International Symposium on Intelligent Control, pp. 440–444. IEEE Press, New York (2002)

    Google Scholar 

  10. Aurenhammer, F.: Voronoi Diagrams-A Survey of a Fundamental Grometric Data Structure. ACM Comput. Surv. 23, 345–405 (1991)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mo, L., Xu, B. (2012). Collaborative Training Mechanism Design for Wireless Sensor and Actuator Networks. In: Su, CY., Rakheja, S., Liu, H. (eds) Intelligent Robotics and Applications. ICIRA 2012. Lecture Notes in Computer Science(), vol 7506. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33509-9_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-33509-9_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33508-2

  • Online ISBN: 978-3-642-33509-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics