A mobile Wi-Fi time-of-arrival-based localization and orientation tracking system for contact tracing
Date of Publication
12-9-2022
Document Type
Bachelor's Thesis
Degree Name
Bachelor of Science in Computer Science Major in Computer Systems Engineering
Subject Categories
Computer Sciences | Databases and Information Systems
College
College of Computer Studies
Department/Unit
Computer Technology
Thesis Advisor
Clement Ong
Defense Panel Chair
Macario Cordel
Defense Panel Member
Gregory G. Cu
Hiroki Asaba
Abstract/Summary
Contact tracing is an important prevention measure in containing infectious diseases and easing the rate of transmission. However, since traditional contact tracing methods can be labor intensive and error-prone due to iterative processes and memory bias, there is a need to develop tools and systems that may be able to provide assistance. This study developed a mobile localization and orientation tracking system for digital contact tracing. The devices contain a microcontroller and magnetometer at most, making them lightweight enough to be handheld, while also able to collect relevant data, such as distance measurements, orientation, and date and time. From this, an estimated position and orientation in a given space is acquired through Bayesian grid update. The system was tested in three different environments with 0.75-1m localization error using four responders and with 2-3m localization error using three responders. While the system may be viable for certain settings, further research and adjustment will be needed to make such a system usable in varied scenarios.
Abstract Format
html
Language
English
Format
Electronic
Physical Description
[139] leaves
Keywords
Tracking (Engineering); Contact tracing (Epidemiology)
Recommended Citation
Choa, K. L., Tan, S. M., Wan, A. B., & Yao, R. G. (2022). A mobile Wi-Fi time-of-arrival-based localization and orientation tracking system for contact tracing. Retrieved from https://animorepository.dlsu.edu.ph/etdb_comtech/14
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Embargo Period
12-14-2022