Skip to main content

DEVS-Based Modeling and Simulation of Wireless Sensor Network

  • Conference paper
  • First Online:
Human Centered Computing (HCC 2020)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 12634))

Included in the following conference series:

Abstract

A modeling and simulation method for wireless sensor network (WSN) using discrete event system specification (DEVS) is proposed in this paper considering that the existing simulators cannot fully satisfy the requirements of WSN simulation. The method is for multi-layer and multi-aspect modeling which contains the component layer in sensor nodes, the sensor node layer, the wireless sensor net-work layer and the external environment where a WSN is exposed, and modules in lower layer are integrated into superior models through coupling relation and model reuse. Minimum Hop Count (MHC) protocol is chosen as the routing protocol of the WSN in the simulation experiment. It is finally demonstrated through the performance analysis of WSN using MHC that the proposed DEVS-based modeling and simulation method is feasible for WSN simulation.

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 EPUB and 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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Xu, Y., Wang, X.F., He, Q.Y.: Internet of things based information support system for multi-agent decision. Ruan Jian Xue Bao 25(10), 2325–2345 (2014)

    Google Scholar 

  2. Li, D.R., Yao, Y., Shao, Z.F.: Big data in smart city. Geomat. Inform. Sci. Wuhan Univ. 39(6), 631–640 (2014)

    Google Scholar 

  3. Antoine-Santoni, T., Santucci, J.F., De Gentili, E., et al.: Discrete event modeling and simulation of wireless sensor network performance. Simulation 84(2–3), 103–121 (2008)

    Article  Google Scholar 

  4. Gabriel, A.: Wainer Discrete-Event Modeling and Simulation: A Practitioner’s Approach. Taylor and Francis Press, UK (2009)

    Google Scholar 

  5. Bergero, F., Kofman, E.: A vectorial DEVS extension for large scale system modeling and parallel simulation. Simulation 90(5), 522–546 (2014)

    Article  Google Scholar 

  6. Seo, K.M., Choi, C., Kim, T.G., et al.: DEVS-based combat modeling for engagement-level simulation[J]. Simulation 90(7), 759–781 (2014)

    Article  Google Scholar 

  7. Bogado, V., Gonnet, S., Leone, H.: Modeling and simulation of software architecture in discrete event system specification for quality evaluation. Simul. Trans. Soc. Model. Simul. Int. 90(3), 290–319 (2014)

    Google Scholar 

  8. Kapos, G.D., Dalakas, V., Nikolaidou, M., et al.: An integrated framework for automated simulation of SysML models using DEVS. Simul. Trans. Soc. Model. Simul. Int. 90(717), 717–744 (2014)

    Google Scholar 

  9. Wang, R.Z., Shi, T.X., Jiao, W.P.: Collaborative sensing mechanism for intelligent sensors based on tuple space. J. Softw. 26(4), 790–801 (2015)

    MathSciNet  Google Scholar 

  10. Yang, C., Li, Q., Liu, J.: Dualsink-based continuous disaster tracking and early warning in power grid by wireless sensor networks. Geomat. Inf. Sci. Wuhan Univ. 38(3), 303–306 (2013)

    Google Scholar 

  11. Duan, W., Qi, J., Zhao, Y., et al.: Research on minimum hop count routing protocol in wireless sensor network. Comput. Eng. Appl. 46(22), 88–90 (2010)

    Google Scholar 

  12. Wainer, G.A., Tavanpour, M., Broutin, E.: Application of the DEVS and Cell-DEVS formalisms for modeling networking applications. In: Proceedings of the 2013 Winter Simulation Conference: Simulation: Making Decisions in a Complex World, pp. 2923–2934. IEEE Press (2013)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yuanyuan Qin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Gu, S., Wu, C., Qin, Y. (2021). DEVS-Based Modeling and Simulation of Wireless Sensor Network. In: Zu, Q., Tang, Y., Mladenović, V. (eds) Human Centered Computing. HCC 2020. Lecture Notes in Computer Science(), vol 12634. Springer, Cham. https://doi.org/10.1007/978-3-030-70626-5_3

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-70626-5_3

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-70625-8

  • Online ISBN: 978-3-030-70626-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics