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

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dc.contributor.author Olatinwo, DD
dc.contributor.author Abu-Mahfouz, Adnan MI
dc.contributor.author Hancke, GP
dc.date.accessioned 2021-05-20T16:05:17Z
dc.date.available 2021-05-20T16:05:17Z
dc.date.issued 2021-03
dc.identifier.citation Olatinwo, D., Abu-Mahfouz, A.M. & Hancke, G. 2021. A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems. <i>IEEE Sensors, 21(5).</i> http://hdl.handle.net/10204/12018 en_ZA
dc.identifier.issn 1530-437x
dc.identifier.issn 1558-1748
dc.identifier.uri DOI: 10.1109/JSEN.2020.3037788
dc.identifier.uri http://hdl.handle.net/10204/12018
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_US
dc.format Abstract en_US
dc.language.iso en en_US
dc.relation.uri https://ieeexplore.ieee.org/document/9257422 en_US
dc.source IEEE Sensors, 21(5) en_US
dc.subject Internet of Things en_US
dc.subject IoT en_US
dc.subject Machine-to-machine en_US
dc.subject M2M en_US
dc.subject Multi-objective optimization en_US
dc.subject Particle swarm optimization en_US
dc.subject PSO en_US
dc.subject slotted ALOHA en_US
dc.subject Wireless body area networks en_US
dc.subject WBAN en_US
dc.title A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems en_US
dc.type Article en_US
dc.description.pages 6761-6774 en_US
dc.description.note Copyright: 2021 IEEE. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, kindly consult the publisher's website: https://ieeexplore.ieee.org/document/9257422 en_US
dc.description.cluster Next Generation Enterprises & Institutions en_US
dc.description.impactarea EDTRC Management en_US
dc.identifier.apacitation Olatinwo, D., Abu-Mahfouz, A. M., & Hancke, G. (2021). A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems. <i>IEEE Sensors, 21(5)</i>, http://hdl.handle.net/10204/12018 en_ZA
dc.identifier.chicagocitation Olatinwo, DD, Adnan MI Abu-Mahfouz, and GP Hancke "A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems." <i>IEEE Sensors, 21(5)</i> (2021) http://hdl.handle.net/10204/12018 en_ZA
dc.identifier.vancouvercitation Olatinwo D, Abu-Mahfouz AM, Hancke G. A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems. IEEE Sensors, 21(5). 2021; http://hdl.handle.net/10204/12018. en_ZA
dc.identifier.ris TY - Article AU - Olatinwo, DD AU - Abu-Mahfouz, Adnan MI AU - Hancke, GP AB - 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. DA - 2021-03 DB - ResearchSpace DP - CSIR J1 - IEEE Sensors, 21(5) KW - Internet of Things KW - IoT KW - Machine-to-machine KW - M2M KW - Multi-objective optimization KW - Particle swarm optimization KW - PSO KW - slotted ALOHA KW - Wireless body area networks KW - WBAN LK - https://researchspace.csir.co.za PY - 2021 SM - 1530-437x SM - 1558-1748 T1 - A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems TI - A hybrid multi-Class MAC protocol for IoT-enabled WBAN systems UR - http://hdl.handle.net/10204/12018 ER - en_ZA
dc.identifier.worklist 24544 en_US


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