[HTML][HTML] Fedvoting: a cross-silo boosting tree construction method for privacy-preserving long-term human mobility prediction

Y Liu, Z Fan, X Song, R Shibasaki - Sensors, 2021 - mdpi.com
The prediction of human mobility can facilitate resolving many kinds of urban problems, such
as reducing traffic congestion, and promote commercial activities, such as targeted …

Forecasting crowd counts with Wi-Fi systems: Univariate, non-seasonal models

JF Determe, U Singh, F Horlin… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Recently, event organizers and researchers have advocated the development of novel
technologies supporting crowd control, notably for public events. This paper presents a …

Using RF transmissions from IoT devices for occupancy detection and activity recognition

W Li, S Vishwakarma, C Tang… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
IoT ecosystems consist of a range of smart devices that generated a plethora of Radio
Frequency (RF) transmissions. This provides an attractive opportunity to exploit already …

[HTML][HTML] A near real-time monitoring system using public WI-FI data to evaluate COVID-19 social distance measures

B Alorda-Ladaria, M Ruiz-Pérez, V Ramos - Electronics, 2022 - mdpi.com
This study assessed the applicability of geolocation data provided by public Wi-Fi
infrastructures as information sources that can contribute to urban planning and …

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 …

Efficiency improvement of distance education systems functioning using automated resource control of wireless environment

V Samoylov, E Budnik - 2019 International Russian Automation …, 2019 - ieeexplore.ieee.org
The article deals with the problems of voice data transmission and voice traffic control
methods. The analysis is conducted, as a result of which the main problems of voice traffic …

K-anonymous crowd flow analytics

VD Stanciu, M van Steen, C Dobre… - MobiQuitous 2020-17th EAI …, 2020 - dl.acm.org
Measuring pedestrian dynamics using the signals sent from smartphones has become
popular. Notably, Wi-Fi-based systems are currently widely deployed. However, many such …

Human Sensing Meets People Crowd Detection-A Case of Developing Countries

A Obbo, E Nabaasa, P Ariho - European Journal of Technology, 2022 - ajpojournals.org
Purpose: The main purpose of this study was to examine the application of sensors and
sensor networks for detection of people crowds in developing cities. This paper discusses …

A passive Wi-Fi based monitoring system for urban flows detection

M Bertolusso, G Pettorru, M Spanu… - … on Industry 4.0 …, 2022 - ieeexplore.ieee.org
This paper presents an innovative vehicle monitoring system based on Wi-Fi sniffing devices
and real-time data processing using machine learning techniques. Our solution involves the …

Privacy-friendly WiFi-based crowd monitoring for pedestrian dynamics analytics

VD Stanciu - 2022 - research.utwente.nl
Understanding pedestrian dynamics in crowded public spaces has shown to be important.
Nowadays, there are widely deployed sensing infrastructures that detect Wi-Fi signals …