dc.contributor.author |
Olatinwo, DD
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|
dc.contributor.author |
Abu-Mahfouz, Adnan MI
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|
dc.contributor.author |
Hancke, GP
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dc.date.accessioned |
2021-05-20T16:05:17Z |
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dc.date.available |
2021-05-20T16:05:17Z |
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dc.date.issued |
2021-03 |
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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 |
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dc.identifier.issn |
1558-1748 |
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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 |