Edge-based passive crowd monitoring through WiFi Beacons

K Gebru, M Rapelli, R Rusca, C Casetti… - Computer …, 2022 - Elsevier
WiFi technology that are relevant for the design of our privacy-preserving solution for people’s
flows … A new Probe Request frame is added to the final position of the time window when …

Spatio-temporal facility utilization analysis from exhaustive wifi monitoring

TS Prentow, AJ Ruiz-Ruiz, H Blunck, A Stisen… - Pervasive and Mobile …, 2015 - Elsevier
… of features calculated from raw WiFi signal data. For estimating people densities and flows
in areas we propose … To estimate the position of the observed mobile devices we use a WiFi

Monitoring crowd condition in public spaces by tracking mobile consumer devices with wifi interface

J Weppner, B Bischke, P Lukowicz - … of the 2016 ACM International Joint …, 2016 - dl.acm.org
… the number of people. The accuracy of both crowd density and pedestrian flow estimations
was … Since a WiFi device is shielded differently based on the position within the body area, we …

What influences customer flows in shopping malls: Perspective from indoor positioning data

T Pei, Y Liu, H Shu, Y Ou, M Wang, L Xu - ISPRS International Journal of …, 2020 - mdpi.com
… the customer flow pattern and its influencing factors based on indoor positioning data. This
… related to customer flow, while average consumption per person has a negative influence. …

[PDF][PDF] Development of a WiFi and RFID based indoor location and mobility tracking system

Y Bai - School of Mathematical and Geospatial …, 2016 - researchrepository.rmit.edu.au
… Ubiquitous positioning and people mobility tracking has … positioning capability necessitates
seamless positioning across … development of indoor positioning and tracking technologies, …

WiFi tracking of pedestrian behavior

AC Petre, C Chilipirea, M Baratchi, C Dobre… - Smart sensors …, 2017 - Elsevier
… , people with multiple wifi enables devices, or people with no … This usually means flow and
density analysis. Interpreting a … system, positioned on the map at the same position at which …

Analysis methods for extracting knowledge from large-scale wifi monitoring to inform building facility planning

AJ Ruiz-Ruiz, H Blunck, TS Prentow… - 2014 IEEE …, 2014 - ieeexplore.ieee.org
… features calculated from raw WiFi signal data. For estimating people densities and flows in
areas we … Since we do network-based measurement collection we will only be able to position

Wi-Fi based city users' behaviour analysis for smart city

P Bellini, D Cenni, P Nesi, I Paoli - Journal of Visual Languages & …, 2017 - Elsevier
… The validation of any AP positioning methodology for the people/flow count is not a trivial …
produce strongly correlated data with the real people flows, among the different areas of the city…

Discovering People's Life Patterns from Anonymized WiFi Scanlists

S Zhao, Z Zhao, Y Zhao, R Huang… - 2014 IEEE 11th Intl …, 2014 - ieeexplore.ieee.org
people flows within the city within a day time scale. In [16], the authors used cellular networks
of real-world cell phone data to analyze human mobility in citywide level. Their analysis of …

I-WKNN: Fast-speed and high-accuracy WIFI positioning for intelligent sports stadiums

Z Zhao, Z Lou, R Wang, Q Li, X Xu - Computers & Electrical Engineering, 2022 - Elsevier
… the continuous improvement of people’s requirements for the quality of life, the traditional
stadiums and gymnasiums only used for competition and sports can no longer meet people’s …