Edge-based passive crowd monitoring through WiFi Beacons

K Gebru, M Rapelli, R Rusca, C Casetti… - Computer …, 2022 - Elsevier
Tracking people's flows has become crucial, not only for safety and security, but also for
numerous practical business applications and better management of urban spaces, facilities …

A privacy-preserving scheme for passive monitoring of people's flows through WiFi beacons

K Gebru - 2022 IEEE 19th Annual Consumer Communications …, 2022 - ieeexplore.ieee.org
The proliferation of IoT-based services for smart cities, and especially those related to
mobility, are ever becoming more relevant and gaining attention from a number of stake …

IoT-based mobility tracking for smart city applications

K Gebru, C Casetti, CF Chiasserini… - … on Networks and …, 2020 - ieeexplore.ieee.org
The proliferation of IoT devices and the growing deployment of 5G networks combine to
provide the perfect ecosystem for advanced smart city use cases. In this paper, we address …

Demonstrations and people-counting based on Wifi probe requests

C Groba - 2019 IEEE 5th World Forum on Internet of Things (WF …, 2019 - ieeexplore.ieee.org
At demonstrations, counting people based on the Wifi signals that their phones emit, may be
a flexible alternative when conventional methods fail. However, at public events like that …

Miamimapper: Crowd analysis using active and passive indoor localization through wi-fi probe monitoring

N Jarvis, J Hata, N Wayne, V Raychoudhury… - Proceedings of the 15th …, 2019 - dl.acm.org
Crowd analysis and monitoring in large congregations is an important problem related to
public safety and planning. Researchers have long been using image and video for effective …

Identifying movements in noisy crowd analytics data

C Chilipirea, C Dobre, M Baratchi… - 2018 19th IEEE …, 2018 - ieeexplore.ieee.org
Privacy-preserved tracking of WiFi-enabled devices such as smartphones offers a highly
scalable solution for large-scale crowd movement studies. However, extracting knowledge …

Presumably simple: monitoring crowds using WiFi

C Chilipirea, AC Petre, C Dobre… - 2016 17th IEEE …, 2016 - ieeexplore.ieee.org
Crowd Monitoring is receiving much attention. An increasingly popular technique is to scan
for mobile devices, notably smartphones. We take a look at scanning for such devices by …

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
We present a systematic study and optimization of crowd monitoring methods based on
tracking consumer devices with activated WiFi/Bluetooth interfaces using stationary …

Counting and locating people in outdoor environments: a comparative experimental study using WiFi-based passive methods

A Guillen-Perez, MD Cano - ITM Web of Conferences, 2019 - itm-conferences.org
WiFi-based passive methods are becoming a common tool to count, estimate, and/or locate
people. One area of applicability is the development of intelligent control system for traffic …

Door-monitor: Counting in-and-out visitors with COTS WiFi devices

Y Yang, J Cao, X Liu, X Liu - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
Visitor counting can be attractive to various applications, like business management and
marketing investigation. Recently, many studies have employed wireless signals to achieve …