A Hybrid Multi-Class MAC Protocol for IoT-Enabled WBAN Systems

被引:27
|
作者
Olatinwo, Damilola D. [1 ]
Abu-Mahfouz, Adnan M. [1 ,2 ]
Hancke, Gerhard P. [1 ,3 ]
机构
[1] Univ Pretoria, Dept Elect Elect & Comp Engn, ZA-0002 Pretoria, South Africa
[2] Council Sci & Ind Res CSIR, ZA-0184 Pretoria, South Africa
[3] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China
关键词
Media Access Protocol; Wireless communication; Body area networks; Time division multiple access; Protocols; Delays; Throughput; WBAN; MAC protocols; M2M; PSO; slotted ALOHA; TDMA; Internet of Things; multi-objective optimization; CARE; OPTIMIZATION;
D O I
10.1109/JSEN.2020.3037788
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:6761 / 6774
页数:14
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