Detail publikace

Survey of Decentralized Solutions with Mobile Devices for User Location Tracking, Proximity Detection, and Contact Tracing in the COVID-19 Era

SHUBINA, V. HOLCER, S. GOULD, M. LOHAN, E.

Originální název

Survey of Decentralized Solutions with Mobile Devices for User Location Tracking, Proximity Detection, and Contact Tracing in the COVID-19 Era

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

Some of the recent developments in data science for worldwide disease control have involved research of large-scale feasibility and usefulness of digital contact tracing, user location tracking, and proximity detection on users' mobile devices or wearables. A centralized solution relying on collecting and storing user traces and location information on a central server can provide more accurate and timely actions than a decentralized solution in combating viral outbreaks, such as COVID-19. However, centralized solutions are more prone to privacy breaches and privacy attacks by malevolent third parties than decentralized solutions, storing the information in a distributed manner among wireless networks. Thus, it is of timely relevance to identify and summarize the existing privacy-preserving solutions, focusing on decentralized methods, and analyzing them in the context of mobile device-based localization and tracking, contact tracing, and proximity detection. Wearables and other mobile Internet of Things devices are of particular interest in our study, as not only privacy, but also energy-efficiency, targets are becoming more and more critical to the end-users. This paper provides a comprehensive survey of user location-tracking, proximity-detection, and digital contact-tracing solutions in the literature from the past two decades, analyses their advantages and drawbacks concerning centralized and decentralized solutions, and presents the authors' thoughts on future research directions in this timely research field.

Klíčová slova

Internet of Things (IoT) mobile devices; wearables; location estimation; user tracking; proximity detection; contact tracing; decentralized architectures; blockchain; Received Signal Strength (RSS); Bluetooth Low Energy (BLE); COVID-19

Autoři

SHUBINA, V.; HOLCER, S.; GOULD, M.; LOHAN, E.

Vydáno

23. 9. 2020

Nakladatel

MDPI

Místo

BASEL

ISSN

2306-5729

Periodikum

Data

Ročník

5

Číslo

4

Stát

Švýcarská konfederace

Strany od

1

Strany do

40

Strany počet

40

URL

https://www.mdpi.com/2306-5729/5/4/87

BibTex

@article{BUT175758,
  author="Viktoriia {Shubina} and Sylvia {Holcer} and Michael {Gould} and Elena Simona {Lohan}",
  title="Survey of Decentralized Solutions with Mobile Devices for User Location Tracking, Proximity Detection, and Contact Tracing in the COVID-19 Era",
  journal="Data",
  year="2020",
  volume="5",
  number="4",
  pages="1--40",
  doi="10.3390/data5040087",
  issn="2306-5729",
  url="https://www.mdpi.com/2306-5729/5/4/87"
}