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Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach

Author

Listed:
  • Innocent Uzougbo Onwuegbuzie
  • Shukor Abd Razak
  • Ismail Fauzi Isnin
  • Tasneem S J Darwish
  • Arafat Al-dhaqm

Abstract

Data prioritization of heterogeneous data in wireless sensor networks gives meaning to mission-critical data that are time-sensitive as this may be a matter of life and death. However, the standard IEEE 802.15.4 does not consider the prioritization of data. Prioritization schemes proffered in the literature have not adequately addressed this issue as proposed schemes either uses a single or complex backoff algorithm to estimate backoff time-slots for prioritized data. Subsequently, the carrier sense multiple access with collision avoidance scheme exhibits an exponentially increasing range of backoff times. These approaches are not only inefficient but result in high latency and increased power consumption. In this article, the concept of class of service (CS) was adopted to prioritize heterogeneous data (real-time and non-real-time), resulting in an optimized prioritized backoff MAC scheme called Class of Service Traffic Priority-based Medium Access Control (CSTP-MAC). This scheme classifies data into high priority data (HPD) and low priority data (LPD) by computing backoff times with expressions peculiar to the data priority class. The improved scheme grants nodes the opportunity to access the shared medium in a timely and power-efficient manner. Benchmarked against contemporary schemes, CSTP-MAC attained a 99% packet delivery ratio with improved power saving capability, which translates to a longer operational lifetime.

Suggested Citation

  • Innocent Uzougbo Onwuegbuzie & Shukor Abd Razak & Ismail Fauzi Isnin & Tasneem S J Darwish & Arafat Al-dhaqm, 2020. "Optimized backoff scheme for prioritized data in wireless sensor networks: A class of service approach," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-31, August.
  • Handle: RePEc:plo:pone00:0237154
    DOI: 10.1371/journal.pone.0237154
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    References listed on IDEAS

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    1. Farhan Masud & Abdul Hanan Abdullah & Gaddafi Abdul-Salaam, 2019. "Emergency traffic adaptive MAC protocol for wireless body area networks based on prioritization," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-32, December.
    2. Hanan Alahmadi & Fatma Bouabdallah, 2019. "Multichannel preamble sampling MAC protocol for wireless sensor networks," International Journal of Distributed Sensor Networks, , vol. 15(5), pages 15501477198, May.
    3. Md Khurram Monir Rabby & Mohammad Shah Alam & MST Shamim Ara Shawkat, 2019. "A priority based energy harvesting scheme for charging embedded sensor nodes in wireless body area networks," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-22, April.
    4. Gayoung Kim & Jin-Gu Kang & Minjoong Rim, 2019. "Dynamic Duty-Cycle MAC Protocol for IoT Environments and Wireless Sensor Networks," Energies, MDPI, vol. 12(21), pages 1-13, October.
    5. Khalid M Awan & Nadeem Ashraf & Muhammad Qaiser Saleem & Osama E Sheta & Kashif Naseer Qureshi & Asim Zeb & Khalid Haseeb & Ali Safaa Sadiq, 2019. "A priority-based congestion-avoidance routing protocol using IoT-based heterogeneous medical sensors for energy efficiency in healthcare wireless body area networks," International Journal of Distributed Sensor Networks, , vol. 15(6), pages 15501477198, June.
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