A Computation Task Offloading Scheme based on Mobile-Cloud and Edge Computing for WBANs

被引:5
|
作者
Zhang, Rongrong [1 ]
Zhou, Chen [1 ]
机构
[1] Capital Normal Univ, Coll Informat Engn, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Computation task offloading; Mobile cloud computing; Mobile edge computing; Wireless body area networks; RESOURCE-ALLOCATION;
D O I
10.1109/ICC45855.2022.9838921
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The rapid development of Wireless Body Area Networks (WBANs) has brought revolutionary changes to the healthcare system. However, due to the shortcomings of the sink node with limited energy resource and computing capability, it is difficult to handle all computation tasks effectively and timely. The emergence of Mobile Cloud Computing (MCC) and Mobile Edge Computing (MEC) may provide a potential and efficient solution. Therefore, we devote this paper to developing a computation task offloading scheme based on MCC and MEC for WBANs. Technically, we first propose a three-tier system model with one Remote Cloud Server (RCS), several Mobile Edge Servers (MESs) and multiple WBAN users. Then, an optimization problem with the objective to minimize the total cost in terms of the energy consumption and the delay is formulated. In order to solve the problem, we next investigate a Computation Task Offloading Scheme based on Differential Evolution algorithm, called CTOS-DE. The simulation results demonstrate that our proposed CTOS-DE scheme can provide a best computation task offloading decision in terms of the total cost and load balancing.
引用
收藏
页码:4504 / 4509
页数:6
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