| id |
acadia20_94 |
| authors |
Yoo, Wonjae; Kim, Hyoungsub; Shin, Minjae; J.Clayton, Mark |
| year |
2020 |
| title |
BIM-Based Automatic Contact Tracing System Using Wi-Fi |
| doi |
https://doi.org/10.52842/conf.acadia.2020.1.094
|
| source |
ACADIA 2020: Distributed Proximities / Volume I: Technical Papers [Proceedings of the 40th Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-95213-0]. Online and Global. 24-30 October 2020. edited by B. Slocum, V. Ago, S. Doyle, A. Marcus, M. Yablonina, and M. del Campo. 94-101. |
| summary |
This study presents a BIM-based automatic contact tracing method using a stations-oriented indoor localization (SOIL) system. The SOIL system integrates BIM models and existing network infrastructure (i.e., Wi-Fi), using a clustering method to generate roomlevel occupancy schedules. In this study, we improve the accuracy of the SOIL system by including more detailed Wi-Fi signal travel sources, such as reflection, refraction, and diffraction. The results of field measurements in an educational building show that the SOIL system was able to produce room-level occupant location information with a 95.6% level of accuracy. This outcome is 2.6% more accurate than what was found in a previous study. We also describe an implementation of the SOIL system for conducting contact tracing in large buildings. When an individual is confirmed to have COVID-19, public health professionals can use this system to quickly generate information regarding possible contacts. The greatest strength of this SOIL implementation is that it has wide applicability in largescale buildings, without the need for additional sensing devices. Additional tests using buildings with multiple floors are required to further explore the robustness of the system. |
| series |
ACADIA |
| type |
paper |
| email |
|
| full text |
 file.pdf (1,198,143 bytes) |
| references |
Content-type: text/plain
|
Basiri, Anahid, Elena Simona Lohan, Terry Moore, Adam Winstanley, Pekka Peltola, Chris Hill, Pouria Amirian, and Pedro Figueiredo e Silva (2017)
 Indoor Location Based Services Challenges, Requirements and Usability of Current Solutions
, Computer Science Review 24: 1–12
|
|
|
|
|
Boles, W. W., M. Kanefsky, and M. Simaan (1990)
A Reduced Edge Distortion Median Filtering Algorithm for Binary Images
, Signal Processing 21 (1): 37–47
|
|
|
|
|
Budina, Jan, Ondrej Klapka, Tomas Kozel, and Martin Zmitko (2015)
Method of IBeacon Optimal Distribution for Indoor Localization In Modeling and Using Context
, Lecture Notes in Computer Science. Vol. 9405, edited by Christiansen H., Stojanovic I., Papadopoulos G. Cham: Springer
|
|
|
|
|
Capozzoli, Alfonso, Marco Savino Piscitelli, Alice Gorrino, Ilaria Ballarini, and Vincenzo Corrado (2017)
Data Analytics for Occupancy Pattern Learning to Reduce the Energy Consumption of HVAC Systems in Office Buildings
, Sustainable Cities and Society 35 (July): 191–208
|
|
|
|
|
Dave, Bhargav, Andrea Buda, Antti Nurminen, and Kary Främling (2018)
A Framework for Integrating BIM and IoT through Open Standards
, Automation in Construction 95 (August): 35–45
|
|
|
|
|
Davidson, Pavel, and Robert Piché (2017)
A Survey of Selected Indoor Positioning Methods for Smartphones
, IEEE Communications Surveys and Tutorials 19 (2): 1347–1370
|
|
|
|
|
Fang, Yihai, Yong K. Cho, Sijie Zhang, and Esau Perez (2016)
Case Study of BIM and Cloud–Enabled Real-Time RFID Indoor Localization for Construction Management Applications
, Journal of Construction Engineering and Management 142 (7): 05016003
|
|
|
|
|
Faragher, Ramsey, and Robert Harle (2015)
Location Fingerprinting with Bluetooth Low Energy Beacons
, IEEE Journal on Selected Areas in Communications 33 (11): 2418–2428
|
|
|
|
|
Fountain, James, and Sandeep Langar (2018)
Building Information Modeling (BIM) Outsourcing among General Contractors
, Automation in Construction 95 (May): 107–117
|
|
|
|
|
Fukunaga, K, and L Hostetler (1975)
The Estimation of the Gradient of a Density Function
, IEEE Transactions on Information Theory 21 (1): 32–40
|
|
|
|
|
Ghaffarianhoseini, Ali, John Tookey, Amirhosein Ghaffarianhoseini, Nicola Naismith, Salman Azhar, Olia Efimova, and Kaamran Raahemifar (2017)
Building Information Modelling (BIM) Uptake: Clear Benefits, Understanding Its Implementation, Risks and Challenges
, Renewable and Sustainable Energy Reviews 75 (October 2015): 1046–1053
|
|
|
|
|
Gorce, Jean Marie, Katia Jaffres-Runser, and Guillaume de la Roche (2007)
Deterministic Approach for Fast Simulations of Indoor Radio Wave Propagation
, IEEE Transactions on Antennas and Propagation 55 (3 II): 938–948
|
|
|
|
|
Günther, Christoph, Michael Günther, and Daniel Günther (2020)
Tracing Contacts to Control the COVID-19 Pandemic
, ArXiv. http://arxiv.org/abs/2004.00517
|
|
|
|
|
He, Suining, and S. H. Gary Chan (2016)
Wi-Fi Fingerprint-Based Indoor Positioning: Recent Advances and Comparisons
, IEEE Communications Surveys and Tutorials 18 (1): 466–490
|
|
|
|
|
Li, Nan, Burcin Becerik-Gerber, Bhaskar Krishnamachari, and Lucio Soibelman (2014)
A BIM Centered Indoor Localization Algorithm to Support Building Fire Emergency Response Operations
, Automation in Construction 42: 78–89
|
|
|
|
|
Mendoza-Silva, Germán Martín, Joaquín Torres-Sospedra, and Joaquín Huerta (2019)
A Meta-Review of Indoor Positioning Systems
, Sensors 19 (20)
|
|
|
|
|
Park, June Young, Thomas Dougherty, and Thomas Nagy (2018)
A Bluetooth Based Occupancy Detection for Buildings
, Proceedings of Building Performance Analysis Conference and SimBuild, 807–814. IBPSA
|
|
|
|
|
Sergi, Ilaria, Ada Malagnino, Roberto Conte Rosito, Vincenzo Lacasa, Angelo Corallo, and Luigi Patrono (2020)
Integrating BIM and IoT Technologies in Innovative Fire Management Systems
, 5th International Conference on Smart and Sustainable Technologies (SpliTech), 1–5. IEEE
|
|
|
|
|
Tang, Shu, Dennis R. Shelden, Charles M. Eastman, Pardis Pishdad-Bozorgi, and Xinghua Gao (2019)
A Review of Building Information Modeling (BIM) and the Internet of Things (IoT) Devices Integration: Present Status and Future Trends
, Automation in Construction 101 (June 2018): 127–139
|
|
|
|
|
Trivedi, Amee, Camellia Zakaria, Rajesh Balan, and Prashant Shenoy (2020)
WiFiTrace: Network-Based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing
, ArXiv, 2005.12045.1-23
|
|
|
|
| last changed |
2023/10/22 12:06 |
|
