Energy-aware hybrid MAC protocol for IoT enabled WBAN systems

dc.contributor.authorOlatinwo, Damilola D.
dc.contributor.authorAbu-Mahfouz, Adnan Mohammed
dc.contributor.authorHancke, Gerhard P.
dc.date.accessioned2023-03-14T10:28:29Z
dc.date.available2023-03-14T10:28:29Z
dc.date.issued2022-02
dc.description.abstractEnergy 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.description.departmentElectrical, Electronic and Computer Engineeringen_US
dc.description.librarianhj2023en_US
dc.description.urihttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=7361en_US
dc.identifier.citationD.D. Olatinwo, A.M. Abu-Mahfouz and G.P. Hancke, "Energy-Aware Hybrid MAC Protocol for IoT Enabled WBAN Systems," in IEEE Sensors Journal, vol. 22, no. 3, pp. 2685-2699, 1 Feb.1, 2022, doi: 10.1109/JSEN.2021.3133461.en_US
dc.identifier.issn1530-437X (print)
dc.identifier.issn1558-1748 (online)
dc.identifier.other10.1109/JSEN.2021.3133461
dc.identifier.urihttps://repository.up.ac.za/handle/2263/90105
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rights© 2021 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.en_US
dc.subjectWireless body area network (WBAN)en_US
dc.subjectMAC protocolsen_US
dc.subjectPersonalizationen_US
dc.subjectStochastic probabilityen_US
dc.subjectCSMA/CA protocolen_US
dc.subjectTDMAen_US
dc.subjectInternet of Things (IoT)en_US
dc.subjectTransmission scheduling schemeen_US
dc.subjectEnergy efficiencyen_US
dc.subjectProtocolsen_US
dc.subjectBody area networksen_US
dc.subjectBiosensorsen_US
dc.subjectMedia access protocolen_US
dc.subjectWireless communicationen_US
dc.subjectSensorsen_US
dc.titleEnergy-aware hybrid MAC protocol for IoT enabled WBAN systemsen_US
dc.typePostprint Articleen_US

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