IEEE Consumer Electronics Magazine - May/June 2022 - 25

Technology
Feature Article: Healthcare Technology
A System Design for
Monitoring the Violation of
Home Quarantine
Firat Aydemir and Eyup Cilkaya
Dumlupinar University
Abstract-Due to the rapid spread of mutated variants of coronavirus and the lack of
complete mass vaccination all over the world, everybody needs to strict adherence to
personal hygiene and social distancing. And also, contamination of infected individuals for
preventing coronavirus spreading plays a vital role. Home quarantine seems to be the best
isolation solution in terms of cost and psychological health of individuals who are infected
or close contacts. However, the number of quarantine violations increases day by day in
many parts of the world because of the long duration of the pandemic. In this article, a
potential solution is presented for monitoring the violation of home quarantine based on
the Internet of Things (IoT) and cloud computing technologies. The deep learning
convolutional neural network is trained on the cloud with images of quarantine subjects
for face recognition. Monitoring IoT nodes expect individuals to scan their faces at regular
intervals to prevent them from leaving quarantine areas. Moreover, by measuring their
body temperature regularly, unexpected rises can be detected, and this situation can be
reported to health authorities.
& THE NOVEL CORONAVIRUS named 2019-nCoV by
the World Health Organization (WHO) has rapidly
spread from China to worldwide. The disease
caused by the 2019-nCoV virus was called COVID19
on February 11 and was declared as a pandemic
on March 11, 2020, by WHO. After the declaration,
drastic measures are employed to stop
Digital Object Identifier 10.1109/MCE.2021.3088788
Date ofpublication 14 June 2021; date ofcurrent version
3 May 2022.
the spreading of disease in most countries. Many
cities were quarantined, borders were shut
down, many domestic and international flights
were canceled, festivals, concerts, and sports
tournaments were postponed later. Despite these
measures, the number of cases continued to
increase rapidly. As of January 12, 2021, a total of
88 million active patients have been confirmed,
with over 1.9 million deaths since the start of the
pandemic. In order to stop the spreading of new
coronavirus, a better understanding of transmission
pathways of COVID-19 is required. The main
May/June 2022
Published by the IEEE Consumer Technology Society
2162-2248 ß 2021 IEEE
25

IEEE Consumer Electronics Magazine - May/June 2022

Table of Contents for the Digital Edition of IEEE Consumer Electronics Magazine - May/June 2022

Contents
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