[HTML][HTML] Passively generated big data for micro-mobility: State-of-the-art and future research directions

HH Schumann, H Haitao, M Quddus - Transportation Research Part D …, 2023 - Elsevier
The sharp rise in popularity of micro-mobility poses significant challenges in terms of
ensuring its safety, addressing its social impacts, mitigating its environmental effects, and …

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 …

AI‐enabled learning architecture using network Traffic Traces over IoT network: a comprehensive review

N Aneja, S Aneja, B Bhargava - Wireless Communications and …, 2023 - Wiley Online Library
WiFi and private 5G networks, commonly referred to as P5G, provide Internet of Things (IoT)
devices the ability to communicate at fast speeds, with low latency and with a high capacity …

Multi-camera BEV video-surveillance system for efficient monitoring of social distancing

D Montero, N Aranjuelo, P Leskovsky, E Loyo… - Multimedia Tools and …, 2023 - Springer
The current sanitary emergency situation caused by COVID-19 has increased the interest in
controlling the flow of people in indoor infrastructures, to ensure compliance with the …

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 …

Device fingerprinting using deep convolutional neural networks

S Aneja, N Aneja, B Bhargava… - International Journal …, 2022 - inderscienceonline.com
Device fingerprinting is a problem of identifying a network device using network traffic data
to secure against cyber-attacks. Automated device classification from a large set of network …

Sensing and making sense of tourism flows and urban data to foster sustainability awareness: a real-world experience

C Prandi, V Nisi, M Ribeiro, N Nunes - Journal of big Data, 2021 - Springer
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 …

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 …

Bayesian Estimation of Passenger Boardings at Bus Stops Using Wi-Fi Probe Requests

DB Paradeda, W Kraus Jr… - … Engineering, Part A …, 2023 - ascelibrary.org
The estimation of the number of passenger boardings at every bus stop along an itinerary
was solved using a Bayesian method. The method employs probability distributions of Wi-Fi …

Xplaces: Segmenting physical space through Wi-Fi traces using eigendecomposition and X-means

S Chaikul, S Phithakkitnukoon, C Ratti - IEEE Access, 2022 - ieeexplore.ieee.org
This study makes use of Wi-Fi connectivity data to understand how physical spaces are
utilized and how it can be segmented, from which the insight gained can facilitate spatial …