Energy efficient multi-channel 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.contributor.authorMyburgh, Hermanus Carel
dc.date.accessioned2024-04-15T06:45:47Z
dc.date.available2024-04-15T06:45:47Z
dc.date.issued2023-11
dc.description.abstractInternet-of-Things (IoT)-enabled wireless body area networks (WBANs) are resource-constrained in nature (energy, bandwidth, and time-slot resources); hence, their performance in healthcare monitoring often deteriorates as the number of active IoT devices sharing the network increases. Consequently, improving the network efficiency of IoT-enabled WBAN systems is essential for improving healthcare monitoring. Hence, we propose an energy-efficient multichannel hybrid medium access control (MAC) (MC-HYMAC) protocol that combines the benefits of the carrier sense multiple access with collision avoidance (CSMA/CA) and time division multiple access (TDMA) protocols to improve the overall performance of IoT-enabled WBAN systems. We also proposed an adaptive power control scheme, time-slot management scheme, channel utilization mechanism, and dynamic back-off time policy to improve the overall network efficiency. In addition, we applied a finite-state discrete-time Markov model to determine the traffic arrival pattern and analyze the transition states of biomedical devices to facilitate optimal decision-making for enhanced overall performance of the network. Standard metrics, such as energy efficiency, throughput, delay, packet drop ratio, and network lifetime, were used to evaluate and compare the existing MAC protocols.en_US
dc.description.departmentElectrical, Electronic and Computer Engineeringen_US
dc.description.librarianhj2024en_US
dc.description.sdgSDG-09: Industry, innovation and infrastructureen_US
dc.description.sponsorshipThe Council for Scientific and Industrial Research, Pretoria, South Africa, through the Smart Networks Collaboration Initiative and the IoT-Factory Program (funded by the Department of Science and Innovation (DSI), South Africa).en_US
dc.description.urihttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=7361en_US
dc.identifier.citationD.D. Olatinwo, A.M. Abu-Mahfouz, G.P. Hancke and H.C. Myburgh, "Energy-Efficient Multichannel Hybrid MAC Protocol for IoT-Enabled WBAN Systems," in IEEE Sensors Journal, vol. 23, no. 22, pp. 27967-27983, 15 Nov.15, 2023, doi: 10.1109/JSEN.2023.3322627.en_US
dc.identifier.issn1530-437X (print)
dc.identifier.issn1558-1748 (online)
dc.identifier.issn10.1109/JSEN.2023.3322627
dc.identifier.urihttp://hdl.handle.net/2263/95508
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rights© 2023 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.en_US
dc.subjectWireless communicationen_US
dc.subjectBody area networksen_US
dc.subjectMedia access protocolen_US
dc.subjectDelaysen_US
dc.subjectMonitoringen_US
dc.subjectEnergy efficiencyen_US
dc.subjectProtocolsen_US
dc.subjectAdaptive power controlen_US
dc.subjectCarrier sense multiple access with collision avoidance (CSMA/CA)en_US
dc.subjectChannel selectionen_US
dc.subjectDiscrete-time Markov modelen_US
dc.subjectIEEE 802154en_US
dc.subjectInternet of Things (IoT)en_US
dc.subjectMedium access control (MAC)en_US
dc.subjectMultichannelen_US
dc.subjectTime division multiple access (TDMA)en_US
dc.subjectWireless body area network (WBAN)en_US
dc.subjectSDG-09: Industry, innovation and infrastructureen_US
dc.titleEnergy efficient multi-channel hybrid MAC protocol for IoT enabled WBAN systemsen_US
dc.typePostprint Articleen_US

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