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Energy-aware hybrid MAC protocol for IoT enabled WBAN systems

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dc.contributor.author Olatinwo, DD
dc.contributor.author Abu-Mahfouz, Adnan MI
dc.contributor.author Hancke, GP
dc.date.accessioned 2022-07-11T06:40:45Z
dc.date.available 2022-07-11T06:40:45Z
dc.date.issued 2022-02
dc.identifier.citation Olatinwo, D., Abu-Mahfouz, A.M. & Hancke, G. 2022. Energy-aware hybrid MAC protocol for IoT enabled WBAN systems. <i>IEEE Sensors Journal, 22(3).</i> http://hdl.handle.net/10204/12453 en_ZA
dc.identifier.issn 1530-437X
dc.identifier.issn 1558-1748
dc.identifier.uri DOI: 10.1109/JSEN.2021.3133461
dc.identifier.uri http://hdl.handle.net/10204/12453
dc.description.abstract Energy efficiency is an important quality-of-service requirement that needs to be considered when designing an efficient MAC protocol for a WBAN system due to the limited power resources of biomedical sensor devices. To address this, an energy-aware multi-group hybrid MAC (MG-HYMAC) protocol is proposed in this work to improve energy efficiency as well as the lifetime of the biomedical sensor devices in a personalized healthcare system. The proposed protocol combines both the advantages of the CSMA/CA and the TDMA schemes to enable the biomedical sensors to efficiently contend for transmission opportunities and to allow them to efficiently transmit health data. The MG-HYMAC protocol is combined with a transmission scheduling technique to duty cycle the operations of the biomedical devices with less critical data to determine when and how the biomedical sensor devices will transmit their health data packets in order to reduce collisions to save energy and prolong the battery lifetime of the biomedical sensor devices so as to improve the overall network lifetime. Also, a stochastic probability model and a heuristic-based power control scheme are developed to solve time allocation and power control problems to improve energy efficiency and the biomedical sensor devices lifetime. To validate the MG-HYMAC protocol, it was compared with other related protocols (including HyMAC and CPMAC) and simulated in MATLAB. The simulation results proved that the proposed MG-HYMAC protocol outperformed the existing MAC protocols using standard metrics like energy efficiency, biomedical sensor devices lifetime, and convergence speed. en_US
dc.format Abstract en_US
dc.language.iso en en_US
dc.relation.uri https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9638687 en_US
dc.relation.uri https://ieeexplore.ieee.org/document/9638687/authors#authors en_US
dc.relation.uri https://ieeexplore.ieee.org/document/9638687 en_US
dc.source IEEE Sensors Journal, 22(3) en_US
dc.subject CSMA/CA en_US
dc.subject Internet of Things en_US
dc.subject MAC protocols en_US
dc.subject Stochastic probability en_US
dc.subject Transmission scheduling scheme en_US
dc.subject Wireless body area network en_US
dc.subject WBAN en_US
dc.title Energy-aware hybrid MAC protocol for IoT enabled WBAN systems en_US
dc.type Article en_US
dc.description.pages 2685-2699 en_US
dc.description.note © 2021 IEEE. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, please consult the publisher's website: https://ieeexplore.ieee.org/document/9638687 en_US
dc.description.cluster Next Generation Enterprises & Institutions en_US
dc.description.impactarea EDT4IR Management en_US
dc.identifier.apacitation Olatinwo, D., Abu-Mahfouz, A. M., & Hancke, G. (2022). Energy-aware hybrid MAC protocol for IoT enabled WBAN systems. <i>IEEE Sensors Journal, 22(3)</i>, http://hdl.handle.net/10204/12453 en_ZA
dc.identifier.chicagocitation Olatinwo, DD, Adnan MI Abu-Mahfouz, and GP Hancke "Energy-aware hybrid MAC protocol for IoT enabled WBAN systems." <i>IEEE Sensors Journal, 22(3)</i> (2022) http://hdl.handle.net/10204/12453 en_ZA
dc.identifier.vancouvercitation Olatinwo D, Abu-Mahfouz AM, Hancke G. Energy-aware hybrid MAC protocol for IoT enabled WBAN systems. IEEE Sensors Journal, 22(3). 2022; http://hdl.handle.net/10204/12453. en_ZA
dc.identifier.ris TY - Article AU - Olatinwo, DD AU - Abu-Mahfouz, Adnan MI AU - Hancke, GP AB - Energy efficiency is an important quality-of-service requirement that needs to be considered when designing an efficient MAC protocol for a WBAN system due to the limited power resources of biomedical sensor devices. To address this, an energy-aware multi-group hybrid MAC (MG-HYMAC) protocol is proposed in this work to improve energy efficiency as well as the lifetime of the biomedical sensor devices in a personalized healthcare system. The proposed protocol combines both the advantages of the CSMA/CA and the TDMA schemes to enable the biomedical sensors to efficiently contend for transmission opportunities and to allow them to efficiently transmit health data. The MG-HYMAC protocol is combined with a transmission scheduling technique to duty cycle the operations of the biomedical devices with less critical data to determine when and how the biomedical sensor devices will transmit their health data packets in order to reduce collisions to save energy and prolong the battery lifetime of the biomedical sensor devices so as to improve the overall network lifetime. Also, a stochastic probability model and a heuristic-based power control scheme are developed to solve time allocation and power control problems to improve energy efficiency and the biomedical sensor devices lifetime. To validate the MG-HYMAC protocol, it was compared with other related protocols (including HyMAC and CPMAC) and simulated in MATLAB. The simulation results proved that the proposed MG-HYMAC protocol outperformed the existing MAC protocols using standard metrics like energy efficiency, biomedical sensor devices lifetime, and convergence speed. DA - 2022-02 DB - ResearchSpace DP - CSIR J1 - IEEE Sensors Journal, 22(3) KW - CSMA/CA KW - Internet of Things KW - MAC protocols KW - Stochastic probability KW - Transmission scheduling scheme KW - Wireless body area network KW - WBAN LK - https://researchspace.csir.co.za PY - 2022 SM - 1530-437X SM - 1558-1748 T1 - Energy-aware hybrid MAC protocol for IoT enabled WBAN systems TI - Energy-aware hybrid MAC protocol for IoT enabled WBAN systems UR - http://hdl.handle.net/10204/12453 ER - en_ZA
dc.identifier.worklist 25828 en_US


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