Privacy Protection and Energy Optimization for 5G-Aided Industrial Internet of Things

被引:47
作者
Humayun, Mamoona [1 ]
Jhanjhi, N. Z. [2 ]
Alruwaili, Madallah [3 ]
Amalathas, Sagaya Sabestinal [2 ]
Balasubramanian, Venki [4 ]
Selvaraj, Buvana [5 ]
机构
[1] Jouf Univ, Coll Comp & Informat Sci, Dept Informat Syst, Sakakah 72388, Saudi Arabia
[2] Taylors Univ, Sch Comp Sci & Engn SCE, Subang Jaya 47500, Malaysia
[3] Jouf Univ, Coll Comp & Informat Sci, Sakakah 72388, Saudi Arabia
[4] Federat Univ, Sch Sci Engn & Informat Technol, Mt Helen, Vic 3350, Australia
[5] Melbourne Inst Technol, Sch Informat Technol & Engn, Melbourne, Vic 3000, Australia
关键词
5G mobile communication; Privacy; Data privacy; Optimization; Energy resources; Industries; Object recognition; 5G; energy optimization; industrial Internet of Things; privacy; security; RESOURCE-ALLOCATION; 5G-BASED IOT; EFFICIENT; 5G; SCHEME; SECURITY;
D O I
10.1109/ACCESS.2020.3028764
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The 5G is expected to revolutionize every sector of life by providing interconnectivity of everything everywhere at high speed. However, massively interconnected devices and fast data transmission will bring the challenge of privacy as well as energy deficiency. In todays fast-paced economy, almost every sector of the economy is dependent on energy resources. On the other hand, the energy sector is mainly dependent on fossil fuels and is constituting about 80% of energy globally. This massive extraction and combustion of fossil fuels lead to a lot of adverse impacts on health, environment, and economy. The newly emerging 5G technology has changed the existing phenomenon of life by connecting everything everywhere using IoT devices. 5G enabled IIoT devices has transformed everything from traditional to smart, e.g. smart city, smart healthcare, smart industry, smart manufacturing etc. However, massive I/O technologies for providing D2D connection has also created the issue of privacy that need to be addressed. Privacy is the fundamental right of every individual. 5G industries and organizations need to preserve it for their stability and competency. Therefore, privacy at all three levels (data, identity and location) need to be maintained. Further, energy optimization is a big challenge that needs to be addressed for leveraging the potential benefits of 5G and 5G aided IIoT. Billions of IIoT devices that are expected to communicate using the 5G network will consume a considerable amount of energy while energy resources are limited. Therefore, energy optimization is a future challenge faced by 5G industries that need to be addressed. To fill these gaps, we have provided a comprehensive framework that will help energy researchers and practitioners in better understanding of 5G aided industry 4.0 infrastructure and energy resource optimization by improving privacy. The proposed framework is evaluated using case studies and mathematical modelling.
引用
收藏
页码:183665 / 183677
页数:13
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