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A Reliable Communication Model Based on IEEE802.15.4 for WSANs in Smart Grids

In: Research Trends and Challenges in Smart Grids

Author

Listed:
  • Jafar Rasouli
  • Ahmad Motamedi
  • Mohamad Baseri
  • Mahshad Parsa

Abstract

Creating cyber-physical systems (CPSs) based on wireless sensor and actuator networks (WSANs) has great potential to improve the performance of Smart Grid. In addition, IEEE802.15.4 has widely been regarded as an appropriate standard for WSANs, due to some striking and unique features. WSANs require provisioning strict quality of service (QoS) due to noisy harsh environments in Smart Grid applications. Although analytical models have been studied in the literature, they have not provided a full-fledged model for Smart Grid. In this paper, we have added a MAC-level buffer, and a novel Markov chain model has been also proposed. By comparison with previous studies, retransmission confines, acknowledgment, packet length variation, saturated traffic, and degenerate distribution of packet generation are accounted for. The algorithm has been experimentally implemented and appraised on a platform with self-designed WSAN. The analytical model predicts well our exhaustive experiments. Further, Monte Carlo simulations validate mathematical results.

Suggested Citation

  • Jafar Rasouli & Ahmad Motamedi & Mohamad Baseri & Mahshad Parsa, 2020. "A Reliable Communication Model Based on IEEE802.15.4 for WSANs in Smart Grids," Chapters, in: Alfredo Vaccaro & Ahmed F. Zobaa & Prabhakar Karthikeyan Shanmugam & Kannaiah Sathish Kumar (ed.), Research Trends and Challenges in Smart Grids, IntechOpen.
    • Handle: RePEc:ito:pchaps:176200
    DOI: 10.5772/intechopen.84288
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    More about this item

    Keywords

    smart grid; wireless sensor and actuator networks; IEEE 802.15.4; Markov chain; periodic;
    All these keywords.

    JEL classification:

    • Q20 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - General
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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