Internet of Things Framework for Oxygen Saturation Monitoring in COVID-19 Environment

被引:11
|
作者
Saha, Rahul [1 ]
Kumar, Gulshan [1 ]
Kumar, Neeraj [2 ,3 ]
Kim, Tai-Hoon [4 ]
Devgun, Tannishtha [5 ]
Thomas, Reji [6 ]
Barnawi, Ahmed [7 ]
机构
[1] Lovely Profess Univ, Sch Comp Sci & Engn, Phagwara 144411, India
[2] Thapar Univ, Dept Comp Sci & Engn, Patiala 147004, Punjab, India
[3] Univ Petr & Energy Studies, Sch Comp Sci, Dehra Dun 248007, Uttarakhand, India
[4] Konkuk Univ, Glocal Campus, Seoul 27478, South Korea
[5] Nokia Solut & Networks Private Ltd, Karnal 132001, India
[6] Lovely Profess Univ, Sch Chem Engn & Phys Sci, Phagwara 144411, India
[7] King Abdulaziz Univ, Fac Comp & Informat Technol, Jeddah 21589, Saudi Arabia
关键词
COVID-19; Blockchains; Medical services; Pandemics; Probabilistic logic; Privacy; Medical diagnostic imaging; Covid; fog; healthcare; Internet; Internet of Things (IoT); medical; monitoring; privacy; HEALTH-CARE; IOT; CLASSIFICATION;
D O I
10.1109/JIOT.2021.3098158
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 pandemic/epidemic of COVID-19 has affected people worldwide. A huge number of lives succumbed to death due to the sudden outbreak of this corona virus infection. The specified symptoms of COVID-19 detection are very common like normal flu; asymptomatic version of COVID-19 has become a critical issue. Therefore, as a precautionary measurement, the oxygen level needs to be monitored by every individual if no other critical condition is found. It is not the only parameter for COVID-19 detection but, as per the suggestions by different medical organizations such as the World Health Organization, it is better to use oximeter to monitor the oxygen level in probable patients as a precaution. People are using the oximeters personally; however, not having any clue or guidance regarding the measurements obtained. Therefore, in this article, we have shown a framework of oxygen level monitoring and severity calculation and probabilistic decision of being a COVID-19 patient. This framework is also able to maintain the privacy of patient information and uses probabilistic classification to measure the severity. Results are measured based on latency of blockchain creation and overall response, throughput, detection, and severity accuracy. The analysis finds the solution efficient and significant in the Internet of Things framework for the present health hazard in our world.
引用
收藏
页码:3631 / 3641
页数:11
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