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QoS Modeling of Wireless Sensor Networks in Smart Distribution Grid Communication

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Abstract

This article presents an integrated modeling method which can provide superior quality of service (QoS) for wireless sensor networks (WSNs) suitable for smart distribution grid (SDG) communication. The existing QoS model which is based on IEEE 802.15.4 protocol cannot meet the communication time requirements of multi-type communication data. An enhanced QoS medium access control model based on unfair competition channel access mechanism is built, in order to conform with power system communication specification. The model can guarantee that the communication system of WSNs provides different qualities of service for different types of communication data. According to different requirements of the communication time for SDG data, the communication data of SDG are divided into three types: high priority, middle priority and low priority. State transition of buffer queues data in nodes is described by a three-dimensional Markov chain model. Delay time mode, channel collision model, and effective throughput rate mode of network data are developed respectively to analyze WSN performance of SDG communication. The analysis and simulation results show that the model proposed in this paper can provide effective QoS for monitoring and communication of SDG.

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References

  1. Metke, A. R., & Ekl, R. L. (2010). Security technology for smart grid networks. IEEE Transactions on Smart Grid, 1(1), 99–107.

    Article  Google Scholar 

  2. Gungor, V. C., Lu, B., & Hancke, G. P. (2010). Opportunities and challenges of wireless sensor networks in smart grid. Transactions on Industrial Electronics, 57(10), 3557–3564.

    Article  Google Scholar 

  3. Lu, B., Habetler, T. G., Harley, R. G., et al. (2007). Energy evaluation goes wireless. IEEE Industry Applications Magazine, 13(2), 17–23.

    Article  Google Scholar 

  4. Gungor, V. C., & Lambert, F. C. (2006). A survey on communication networks for electric system automation. Computer Network, 50(7), 877–897.

    Article  Google Scholar 

  5. Leon, R. A., Vittal, V., & Manimaran, G. (2007). Application of sensor network for secure electric energy infrastructure. IEEE Transactions on Power Delivery, 22(2), 1021–1028.

    Article  Google Scholar 

  6. Zahran, M., Atia, Y., Alhosseen, A., et al. (2010). Wired and wireless remote control of PV system. WSEAS Transactions on Systems and Control, 5(8), 656–666.

    Google Scholar 

  7. IEEE. (2003). Standard speciation for Low-Rate Wireless Personal Area Networks (LR-WPANs), IEEE 802.15.4.

  8. Chinese Standard. (2002). Functional specification of distribution automation system in China. Tech. Rep. DL/T814-2002.

  9. GB/T 13730-2002. (2002). Dispatching automation system for regional power grid in China.

  10. Ye, W., Heidemann, J., & Estrin, D. (2002). An energy-efficient MAC protocols for wireless sensor networks. In Proceedings of the INFOCOM 2002 (pp. 1567–1576). San Francisco.

  11. Van Dam, T., & Langendoen, K. (2003). An adaptive energy-efficient MAC protocol for wireless sensor networks. In Proceedings of the 1st international conference on embedded networked sensor systems (pp. 171–180). Los Angeles, CA.

  12. Ye, W., Heidemann, J., & Estrin, D. (2004). Medium access control with coordinated adaptive sleeping for wireless sensor networks. IEEE/ACM Transactions on Network, 12(3), 493–506.

    Article  Google Scholar 

  13. Rhee, N., Warrier, A., Aia, A. et al. (2005). A hybrid MAC for wireless sensor networks. In Proceedings of the 3rd ACM conference on embedded networked sensor systems (SenSys ’05), November 2005 (pp. 90–101). San Diego, CA: ACM.

  14. Liu, Y., Elhanany, I., & Qi, H. (2005). An energy-efficient QoS-aware media access control protocol for wireless sensor networks. In Proceedings of the 2nd IEEE international conference on mobile ad-hoc and sensor systems (pp. 191–193). Washington, DC.

  15. Saxena, N., Roy, A., & Shin, J. (2008). Dynamic duty cycle and adaptive contention window based QoS-MAC protocol for wireless multimedia sensor networks. Computer Network, 52(13), 2532–2542.

    Article  MATH  Google Scholar 

  16. Kim, H., & Min, S. G. (2009). Priority-based QoS MAC protocol for wireless sensor networks. In Proceedings of 2009 IEEE international symposium on parallel distributed processing (pp. 1–8). Rome.

  17. Sun, W. (2012). Research on wireless sensor networks with QoS for smart distribution grid communication application systems. Doctor Thesis, Hefei University of Technology.

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Acknowledgements

This work was supported by the National Natural Science Foundation of China under Grant Nos. 51177034 and 51307041.

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Correspondence to Ruju Fang.

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Wang, J., Fang, R. & Sun, W. QoS Modeling of Wireless Sensor Networks in Smart Distribution Grid Communication. Wireless Pers Commun 95, 4477–4495 (2017). https://doi.org/10.1007/s11277-017-4096-4

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