A hybrid multi-class 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.accessioned2021-06-14T11:00:40Z
dc.date.available2021-06-14T11:00:40Z
dc.date.issued2021-03
dc.description.abstractThis 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.departmentElectrical, Electronic and Computer Engineeringen_ZA
dc.description.librarianhj2021en_ZA
dc.description.sponsorshipThis 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.urihttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=7361en_ZA
dc.identifier.citationD. 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.issn1530-437X (print)
dc.identifier.issn1558-1748 (online)
dc.identifier.other10.1109/JSEN.2020.3037788
dc.identifier.urihttp://hdl.handle.net/2263/80301
dc.language.isoenen_ZA
dc.publisherInstitute of Electrical and Electronics Engineersen_ZA
dc.rights© 2020 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission.en_ZA
dc.subjectWireless body area network (WBAN)en_ZA
dc.subjectMachine-to-machine (M2M)en_ZA
dc.subjectMAC protocolsen_ZA
dc.subjectParticle swarm optimization (PSO)en_ZA
dc.subjectSlotted ALOHAen_ZA
dc.subjectTime division multiple access (TDMA)en_ZA
dc.subjectInternet of things (IoT)en_ZA
dc.subjectMulti-objective optimizationen_ZA
dc.subjectMedia access protocolen_ZA
dc.subjectWireless communicationen_ZA
dc.subjectBody area networksen_ZA
dc.subjectProtocolsen_ZA
dc.subjectDelaysen_ZA
dc.subjectThroughputen_ZA
dc.titleA hybrid multi-class MAC protocol for IoT-enabled WBAN systemsen_ZA
dc.typePostprint Articleen_ZA

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Olatinwo_Hybrid_2021.pdf
Size:
5.55 MB
Format:
Adobe Portable Document Format
Description:
Postprint Article

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
1.75 KB
Format:
Item-specific license agreed upon to submission
Description: