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Evaluating Battery Models in Wireless Sensor Networks

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Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 7889))

Abstract

Recent measurements highlight the importance of battery-aware evaluation of energy efficiency in wireless sensor networks. However, existing battery models been not investigated in the context of the low duty cycle, short duration loads that are typical of sensor networks. We evaluate three battery models with regard to their applicability in the WSN context. Our evaluation focuses on how the models reflect two key battery discharge behaviors, the rate capacity effect and charge recovery. We find that the models handle the former better than the latter and are more sensitive to a load’s peak current than to its timing.

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References

  1. Feeney, L.M., Andersson, L., Lindgren, A., Starborg, S., Ahlberg Tidblad, A.: Poster abstract: Using batteries wisely. In: ACM Conf. on Embedded Networked Sensor Systems, Sensys (2012)

    Google Scholar 

  2. Battery Design LLC: Battery design studio, http://www.batsdesign.com

  3. Manwell, J., McGowan, J.: Lead acid battery storage model for hybrid energy system. Solar Energy 50(5) (1993)

    Google Scholar 

  4. Kim, T., Qiao, W.: A hybrid battery model capable of capturing dynamic circuit characteristics and nonlinear capacity effects. IEEE Transactions on Energy Conversion 26(4) (2011)

    Google Scholar 

  5. RF Monolithics, Inc.: TR1001, http://www.rfm.com

  6. Feeney, L.M., Andersson, L., Lindgren, A., Starborg, S., Ahlberg Tidblad, A.: Poster: A testbed for measuring battery discharge behavior. In: 7th ACM Int’l Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization, WiNTECH (2012)

    Google Scholar 

  7. Rao, R., Vrudhula, S., Rakhmatov, D.: Battery modeling for energy aware system design. IEEE Computer 36(12) (2003)

    Google Scholar 

  8. Rakhmatov, D.: Battery voltage modeling for portable systems. ACM Trans. on Design Automation of Electronic Systems (TODAES) 14(2) (2009)

    Google Scholar 

  9. Fuller, T.F., Doyle, M., Newman, J.: Simulation and optimization of the dual lithium ion insertion cell. Journal of the Electrochemical Society 141(1) (1994)

    Google Scholar 

  10. Jongerden, M.R., Haverkort, B.R.: Which battery model to use? IET Software 3(6) (2009)

    Google Scholar 

  11. Chen, M., Rinćon-Mora, G.: Accurate electrical battery model capable of predicting runtime and iv performance. IEEE Transactions on Energy Conversion 21(2) (2006)

    Google Scholar 

  12. Chau, C., Qin, F., Sayed, S., Wahab, M., Yang, Y.: Harnessing battery recovery effect in wireless sensor networks: Experiments and analysis. IEEE Journal on Selected Areas in Communications 28(7) (2010)

    Google Scholar 

  13. Park, C., Lahiri, K., Raghunathan, A.: Battery discharge characteristics of wireless sensor nodes: An experimental analysis. In: IEEE Conf. on Sensor and Ad-hoc Communications and Networks, SECON (2005)

    Google Scholar 

  14. Park, S., Savvides, A., Srivastava, M.B.: Battery capacity measurement and analysis using lithium coin cell battery. In: Int’l Symp. on Low Power Electronics & Design, ISLPED (2001)

    Google Scholar 

  15. Yeduvaka, G., Spotnitz, R., Gering, K.: Macro-homogenous modeling of commercial, primary Li/MnO2 coin cells. ECS (Electrochemical Society) Trans. 19(16) (2009)

    Google Scholar 

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© 2013 Springer-Verlag Berlin Heidelberg

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Rohner, C., Feeney, L.M., Gunningberg, P. (2013). Evaluating Battery Models in Wireless Sensor Networks. In: Tsaoussidis, V., Kassler, A.J., Koucheryavy, Y., Mellouk, A. (eds) Wired/Wireless Internet Communication. WWIC 2013. Lecture Notes in Computer Science, vol 7889. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-38401-1_3

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  • DOI: https://doi.org/10.1007/978-3-642-38401-1_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-38400-4

  • Online ISBN: 978-3-642-38401-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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