dc.contributor.author |
Olatinwo, Damilola D.
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|
dc.contributor.author |
Abu-Mahfouz, Adnan Mohammed
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dc.contributor.author |
Hancke, Gerhard P.
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dc.date.accessioned |
2021-06-14T11:00:40Z |
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dc.date.available |
2021-06-14T11:00:40Z |
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dc.date.issued |
2021-03 |
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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) |
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dc.identifier.issn |
1558-1748 (online) |
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dc.identifier.other |
10.1109/JSEN.2020.3037788 |
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dc.identifier.uri |
http://hdl.handle.net/2263/80301 |
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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 |