A hybrid multi-class MAC protocol for IoT-enabled WBAN systems

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dc.contributor.author Olatinwo, Damilola D.
dc.contributor.author Abu-Mahfouz, Adnan Mohammed
dc.contributor.author Hancke, Gerhard P.
dc.date.accessioned 2021-06-14T11:00:40Z
dc.date.available 2021-06-14T11:00:40Z
dc.date.issued 2021-03
dc.description.abstract This study proposes a hybrid MAC protocol that can efficiently and effectively optimize the communication channel access of a WBAN multi-class system. The proposed protocol consists of two major processes that include the contention phase (CP) and the transmission phase (TP). In the CP, only the biomedical devices that have health packets to transmit randomly contend with equal probabilities using a slotted ALOHA scheme for transmission opportunities and the successful biomedical devices are allocated a transmission time-slot by employing a reservation-based time division multiple access (TDMA) scheme in the transmission phase. A multi-objective optimization problem was formulated to maximize the system sum-throughput, packet success-access-ratio, as well as the reservation ratio, and solved by the controller (i.e., access point) to determine the optimal length of the CP and the number of biomedical devices that can transmit in the TP. Monte Carlo simulation was performed and the optimization solution improved the proposed protocol's performances. For validation purposes, the simulated results in MATLAB revealed that the proposed protocol performs better than the contemporary system in the context of the system sum-throughput, reservation ratio, and the average health packet delay with performance gains of about 9.2%, 9.5%, and 9.6% respectively. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.librarian hj2021 en_ZA
dc.description.sponsorship This work was supported in part by the Council for Scientific and Industrial Research, Pretoria, South Africa, through the Smart Networks collaboration initiative and IoT-Factory Program (funded by the Department of Science and Innovation). en_ZA
dc.description.uri https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=7361 en_ZA
dc.identifier.citation D. D. Olatinwo, A. M. Abu-Mahfouz and G. P. Hancke, "A Hybrid Multi-Class MAC Protocol for IoT-Enabled WBAN Systems," in IEEE Sensors Journal, vol. 21, no. 5, pp. 6761-6774, 1 March1, 2021, doi: 10.1109/JSEN.2020.3037788. en_ZA
dc.identifier.issn 1530-437X (print)
dc.identifier.issn 1558-1748 (online)
dc.identifier.other 10.1109/JSEN.2020.3037788
dc.identifier.uri http://hdl.handle.net/2263/80301
dc.language.iso en en_ZA
dc.publisher Institute of Electrical and Electronics Engineers en_ZA
dc.rights © 2020 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission. en_ZA
dc.subject Wireless body area network (​WBAN) en_ZA
dc.subject Machine-to-machine (M2M) en_ZA
dc.subject MAC protocols en_ZA
dc.subject Particle swarm optimization (PSO) en_ZA
dc.subject Slotted ALOHA en_ZA
dc.subject Time division multiple access (TDMA) en_ZA
dc.subject Internet of things (IoT) en_ZA
dc.subject Multi-objective optimization en_ZA
dc.subject Media access protocol en_ZA
dc.subject Wireless communication en_ZA
dc.subject Body area networks en_ZA
dc.subject Protocols en_ZA
dc.subject Delays en_ZA
dc.subject Throughput en_ZA
dc.title A hybrid multi-class MAC protocol for IoT-enabled WBAN systems en_ZA
dc.type Postprint Article en_ZA


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