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Model Based Design of Distributed Embedded Cyber Physical Systems

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Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 265))

Abstract

In this chapter, we propose a Model-Based Design (MBD) methodology that aims to deal with complexity due to the convergence of different domains and technologies in distributed embedded systems, enabling early design optimization and reduction of time-to-market. This methodology requires models for very different domains able to work together: Electronic System Level (ESL), network, radio propagation and quantities to be captured by the sensor systems. Using different simulators involves co-simulation and coupling overhead. We introduce a framework based exclusively in SystemC and its extensions for Transaction-Level Modeling (TLM) and Analog Mixed-Signal (AMS), and extensible with additional C/C++ code. The whole approach has been validated in a Cyber-Physical System for demand side energy management in buildings and environments, developed during the SmartCoDe Project.

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References

  1. Accellera Systems Initiative: TLM2.0. http://www.accellera.org (2012, 2013)

  2. Accellera Systems Initiative, SystemC AMS working group: SystemC AMS. http://www.systemc-ams.org (2012, 2013)

  3. Al-Hammouri, A.T.: A comprehensive co-simulation platform for cyber-physical systems. Comput. Commun. 36, 8–19 (2012)

    Article  Google Scholar 

  4. Bailey, B., Martin, G., Piziali, A.: ESL Design and Verification. Morgan Kaufmann, (2007)

    Google Scholar 

  5. Damm, M., Moreno, J., Haase, J., Grimm, C.: Using transaction level modeling techniques for wireless sensor network simulation. In: Proceedings of the Conference on Design, Automation and Test in Europe, Dresden, 2010, pp. 1047–1052

    Google Scholar 

  6. Damm, M., Mahlknecht, S., Grimm, C., Bertenyi, T., Young, T., Wysoudil, C.: A partially decentralised forecast-based demand-side-management approach. In: 2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies (ISGT Europe), Manchester, Dec 2011, pp. 1–7

    Google Scholar 

  7. Du, W., Mieyeville, F., Navarro, D., Connor, I.: IDEA1: a validated systemc-based system-level design and simulation environment for wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2011, 1–20 (2011). doi:10.1186/1687-1499-2011-143

    Article  Google Scholar 

  8. Einwich, K., Vachoux, A., Grimm, C., Barnasconi, M.: SystemC AMS extensions user’s guide. Accellera Systems Initiative, SystemC AMS working group (2008)

    Google Scholar 

  9. Gajski, D.D., Kuhn, R.H.: New VLSI tools. Computer 16, 11–14 (1983)

    Google Scholar 

  10. IEEE Std 1666–2011 IEEE Standard SystemC Language Reference Manual, (Revision of IEEE Std 1666–2005) pp. 1–638 (2012) doi=10.1109/IEEESTD.2012.6134619

    Google Scholar 

  11. Jensen, J.C., Chang, D.H., Lee, E.A.: A model-based design methodology for cyber-physical systems. In: 7th International Wireless Communications and Mobile Computing Conference (IWCMC), Istanbul, 2011, pp. 1666–1671

    Google Scholar 

  12. Kupzog, F.: Frequency-responsive load management in electric power grids. Ph.D. thesis, Vienna University of Technology (2008)

    Google Scholar 

  13. Lin, J., Sedigh, S., Miller, A.: Towards integrated simulation of cyber-physical systems: a case study on intelligent water distribution. In: Eighth IEEE International Conference on Dependable, Autonomic and Secure Computing, Chengdu, Dec 2009, pp. 690–695

    Google Scholar 

  14. Lukasch, F.: Cost efficient mains powered supply concepts for wireless sensor nodes. In: IEEE International Symposium on Circuits and Systems (ISCAS), Rio de Janeiro, May 2011, pp. 502–505

    Google Scholar 

  15. Moreno, J., Wenninger, J., Haase, J., Grimm, C.: Energy profiling technique for network-level energy optimization. In: AFRICON, 2011, Victoria Falls, pp. 1–6. IEEE (2011)

    Google Scholar 

  16. Ptolemy II: UC Berkeley EECS Depatment, Ptolemy II Project, UC Berkeley http://ptolemy.eecs.berkeley.edu/ptolemyII/ Accessed 2012

  17. Tabuada, P.: Cyber-physical systems: position paper. In: NSF Workshop on Cyber-Physical Systems, Austin (2006)

    Google Scholar 

  18. Wenninger, J., Moreno, J., Haase, J., Grimm, C.: Designing low-power wireless sensor networks. In: Forum on Specification and Design Languages (FDL), Oldenburg, 2011, pp. 1–6. IEEE (2011)

    Google Scholar 

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Acknowledgements

The work presented in this paper has been carried out in the SmartCoDe project, co-funded by the European Commission within the 7th Framework Programme (FP7/2007–2013) under grant agreement no 247473.

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Correspondence to Javier Moreno Molina .

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Molina, J.M., Damm, M., Haase, J., Holleis, E., Grimm, C. (2014). Model Based Design of Distributed Embedded Cyber Physical Systems. In: Haase, J. (eds) Models, Methods, and Tools for Complex Chip Design. Lecture Notes in Electrical Engineering, vol 265. Springer, Cham. https://doi.org/10.1007/978-3-319-01418-0_8

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  • DOI: https://doi.org/10.1007/978-3-319-01418-0_8

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-01417-3

  • Online ISBN: 978-3-319-01418-0

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