Crowd monitoring: State-of-the-art and future directions

U Singh, JF Determe, F Horlin… - IETE Technical …, 2021 - Taylor & Francis
With the growing concerns over public safety, the importance of crowd monitoring is being
realized by various security and event management agencies worldwide. Estimation of …

Crowd forecasting based on wifi sensors and lstm neural networks

U Singh, JF Determe, F Horlin… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
To ensure effective management and security in large-scale public events, it is imperative for
the event organizers to be aware of potentially critical crowd densities. This article, therefore …

Improvement of factory transport efficiency with use of WiFi-based technique for monitoring industrial vehicles

J Kochańska, A Burduk, M Markowski, A Kłusek… - Sustainability, 2023 - mdpi.com
The in-factory transport influences production rate and quality, so it is characterized by the
shortest displacement time and maximum utilization of available means of transport …

Wifi probes sniffing: an artificial intelligence based approach for mac addresses de-randomization

M Uras, R Cossu, E Ferrara, O Bagdasar… - 2020 IEEE 25th …, 2020 - ieeexplore.ieee.org
To improve city services, local administrators need to have a deep understanding of how the
citizens explore the city, use the relevant services, interact and move. This is a challenging …

MAC address de-randomization for WiFi device counting: Combining temporal-and content-based fingerprints

M Uras, E Ferrara, R Cossu, A Liotta, L Atzori - Computer Networks, 2022 - Elsevier
To preserve people privacy and prevent device (and people) tracking, WiFi MAC address
randomization is been introduced by an ever increasing number of operating systems …

PmA: A real-world system for people mobility monitoring and analysis based on Wi-Fi probes

M Uras, R Cossu, E Ferrara, A Liotta, L Atzori - Journal of Cleaner …, 2020 - Elsevier
A UN report states that in 2050, about 70% of the total world population will live in cities. This
increases the complexity of the services that the local public administrations have to provide …

Non-intrusive privacy-preserving approach for presence monitoring based on WiFi probe requests

A Simončič, M Mohorčič, M Mohorčič, A Hrovat - Sensors, 2023 - mdpi.com
Monitoring the presence and movements of individuals or crowds in a given area can
provide valuable insight into actual behavior patterns and hidden trends. Therefore, it is …

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 …

Monitoring large crowds with WiFi: A privacy-preserving approach

JF Determe, S Azzagnuni, U Singh, F Horlin… - IEEE Systems …, 2022 - ieeexplore.ieee.org
This article presents a crowd monitoring system based on the passive detection of probe
requests. The system meets strict privacy requirements and is suited to monitoring events or …

Crowdsensing technologies for optimizing passenger flows in public transport

A Plašilová, J Procházka - 2023 1st International Conference …, 2023 - ieeexplore.ieee.org
Our research focuses on establishing a suitable and reliable method for measuring the
movement of pedestrians and passengers in public transit. The objective is to assess the …