Pedestrian flow estimation through passive WiFi sensing

B Huang, G Mao, Y Qin, Y Wei - IEEE Transactions on Mobile …, 2019 - ieeexplore.ieee.org
In public places, even if pedestrians do not have their mobile devices connected with any
WiFi access point (AP), WiFi probe requests will be broadcast, so that WiFi sniffers can be …

Multiple-perspective clustering of passive Wi-Fi sensing trajectory data

Z Koh, Y Zhou, BPL Lau, C Yuen… - … Transactions on Big …, 2020 - ieeexplore.ieee.org
Information about the spatiotemporal flow of humans within an urban context has a wide
plethora of applications. Currently, although there are many different approaches to collect …

Estimating Bus Passenger Mobility with Wi-Fi Data and Clustering

L Fabre, C Bayart, P Bonnel, N Mony - Transportation Research Procedia, 2024 - Elsevier
Abstract Thanks to Wi-Fi technology, it is possible to gather passive mobility data over a long
time and to analyze travel behaviors variability. However, the main challenge is to identify …

Bus OD matrix reconstruction based on clustering Wi-Fi probe data

Y Wang, W Zhang, T Tang, D Wang… - … B: Transport Dynamics, 2022 - Taylor & Francis
The estimation of citywide passenger demand plays a vital role in system planning,
operation, and management of the urban transit system. The Wi-Fi probe data, one of the …

The potential of Wi-Fi data to estimate bus passenger mobility

L Fabre, C Bayart, P Bonnel, N Mony - Technological Forecasting and …, 2023 - Elsevier
Last decades have been marked by deep socio-economic transformations, an uneven
evolution of transport demand in main urban areas and the emergence of new and more …

Exploring resilient observability in traffic-monitoring sensor networks: A study of spatial–temporal vehicle patterns

J Tang, L Wan, T Nochta, J Schooling… - … International Journal of …, 2020 - mdpi.com
Vehicle mobility generates dynamic and complex patterns that are associated with our day-
to-day activities in cities. To reveal the spatial–temporal complexity of such patterns, digital …

Towards More Reliable Origin-Destination Matrices Based on Detected Wi-Fi Signals in Public Transport: Assessing and Validating the Estimation Errors Using …

L Fabre, C Bayart, A Nicolas, P Bonnel - Available at SSRN 4760724 - papers.ssrn.com
The past decades have been marked by several transformations that have had an impact on
mobility behaviors and generated uncertainty for transport practitioners. In this context …

[PDF][PDF] SHORT SUMMARY

L Fabre, C Bayart, P Bonnel, N Mony - transp-or.epfl.ch
Last decades have been marked by several socio-economic transformations which have a
strong impact on individual mobility behaviors. Using technologies such as Wi-Fi allows to …