A Tutorial On Privacy, RCM and Its Implications in WLAN

D Ficara, RG Garroppo, J Henry - … Communications Surveys & …, 2023 - ieeexplore.ieee.org
The proliferation of Wi-Fi devices has led to the rise of privacy concerns related to MAC
Address-based systems used for people tracking and localization across various …

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 …

Monitoring People's Mobility in the Cities: A Review of Advanced Technologies

L Pintor, M Uras, G Colistra, L Atzori - Information and Communications …, 2023 - Springer
The knowledge of how people move in urban areas is helpful for the effective deployment of
many city services, such as planning and management of transport mobility services …

[HTML][HTML] Privacy-friendly statistical counting for pedestrian dynamics

VD Stanciu, M van Steen, C Dobre, A Peter - Computer communications, 2023 - Elsevier
Abstract Relying on Wi-Fi signals broadcasted by smartphones became the de-facto
standard in the domain of pedestrian crowd monitoring. This method got the edge over other …

Tools for ground-truth-free passive client density mapping in mac-randomized outdoor wifi networks

F Yang, I Ahriz, B Denby - Sensors, 2023 - mdpi.com
In the past few years, data privacy legislation has hampered the ability of WiFi network
operators to count and map client activity for commercial and security purposes. Indeed …

Automatic passenger counting on the edge via unsupervised clustering

G Delzanno, L Caputo, D D'Agostino, D Grosso… - Sensors, 2023 - mdpi.com
We present a device-and network-based solution for automatic passnger counting that
operates on the edge in real time. The proposed solution consists of a low-cost WiFi scanner …

Wireless crowd detection for smart overtourism mitigation

TM Santos, RN Marinheiro - arXiv preprint arXiv:2402.09158, 2024 - arxiv.org
Overtourism occurs when the number of tourists exceeds the carrying capacity of a
destination, leading to negative impacts on the environment, culture, and quality of life for …

Privacy‐preserving WiFi‐based crowd monitoring

R Rusca, A Carluccio, C Casetti… - Transactions on …, 2024 - Wiley Online Library
The process of estimating the number of individuals within a defined area, commonly
referred to as people counting, is of paramount importance in the realm of safety, security …

De-Randomization of MAC Addresses Using Fingerprints and RSSI with ML for Wi-Fi Analytics

A Pérez-Hernández, MN Barreras-Martín… - IEEE …, 2024 - ieeexplore.ieee.org
Media Access Control (MAC) address randomization causes significant distortion and data
loss in Wi-Fi analytics systems, becoming a real challenge for building services based on …

Large-scale Wi-Fi and Bluetooth data collection for reconstructing passenger flows

A Demetrio, F Elgner, H Hameister… - Journal of Location …, 2024 - Taylor & Francis
For a public transport operator, estimating passenger flows is vital to plan inclusive and
efficient service. Understanding where and when to optimally allocate resources results in …