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[HTML][HTML] A systematic review of Wi-Fi and machine learning integration with topic modeling techniques
Wireless networks have drastically influenced our lifestyle, changing our workplaces and
society. Among the variety of wireless technology, Wi-Fi surely plays a leading role …
society. Among the variety of wireless technology, Wi-Fi surely plays a leading role …
A dataset of labelled device Wi-Fi probe requests for MAC address de-randomization
Probe requests are management frames emitted by devices that perform active scanning to
connect to Access Points nearby. These messages can be captured and analysed to …
connect to Access Points nearby. These messages can be captured and analysed to …
MAC address de-randomization for WiFi device counting: Combining temporal-and content-based fingerprints
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 …
randomization is been introduced by an ever increasing number of operating systems …
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 …
provide valuable insight into actual behavior patterns and hidden trends. Therefore, it is …
Analysis of wi-fi probe requests towards information element fingerprinting
In the past decade, several algorithms have been proposed to monitor people's mobility
based on the analysis of management messages generated by Wi-Fi devices and which rely …
based on the analysis of management messages generated by Wi-Fi devices and which rely …
[HTML][HTML] AFOROS: a low-cost Wi-Fi-based monitoring system for estimating occupancy of public spaces
Estimating the number of people present in a given venue in real-time is extremely useful
from a security, management, and resource optimization perspective. This article presents …
from a security, management, and resource optimization perspective. This article presents …
A low-cost automatic people-counting system at bus stops using Wi-Fi probe requests and deep learning
C Pronello, D Anbarasan, F Spoturno, G Terzolo - Public Transport, 2024 - Springer
Counting people is an important part of people-centric applications, and the increase in the
number of IoT devices has allowed the collection of huge amounts of data to facilitate people …
number of IoT devices has allowed the collection of huge amounts of data to facilitate people …
Sensing and making sense of tourism flows and urban data to foster sustainability awareness: a real-world experience
Tourism is one of the world's largest industries fundamentally arising from mobility as a form
of capital. In destination islands that have a delicate ecosystem to maintain, this source of …
of capital. In destination islands that have a delicate ecosystem to maintain, this source of …
What WiFi probe requests can tell you
Everyday, as we go about our business in a city, we carry around several devices such as
smartphones, tablets or even laptops, most of them with an active WiFi interface. This …
smartphones, tablets or even laptops, most of them with an active WiFi interface. This …
Automatic passenger counting on the edge via unsupervised clustering
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 …
operates on the edge in real time. The proposed solution consists of a low-cost WiFi scanner …