Estimating pedestrian destinations using traces from wifi infrastructures

A Danalet, M Bierlaire, B Farooq - Pedestrian and Evacuation Dynamics …, 2014 - Springer
Gathering data about pedestrian origin, destination and route is difficult, particularly indoor
and on a large scale. These data are important for route choice modeling, description of …

A Bayesian approach to detect pedestrian destination-sequences from WiFi signatures

A Danalet, B Farooq, M Bierlaire - Transportation Research Part C …, 2014 - Elsevier
In this paper, we propose a methodology to use the communication network infrastructure, in
particular WiFi traces, to detect the sequence of activity episodes visited by pedestrians. Due …

Exploiting pedestrian WiFi traces for destination choice modeling

L Tinguely - 2015 - infoscience.epfl.ch
My master thesis proposes a general methodology to model pedestrian destination choice
from WiFi localization in multimodal transport facilities (eg, airports, railway stations). It is …

Activity choice modeling for pedestrian facilities

A Danalet - 2015 - infoscience.epfl.ch
This thesis develops models of activity and destination choices in pedestrian facilities from
WiFi traces. We adapt the activity-based travel demand analysis of urban mobility to …

Digital footprints: Using WiFi probe and locational data to analyze human mobility trajectories in cities

MW Traunmueller, N Johnson, A Malik… - … Environment and Urban …, 2018 - Elsevier
City governments all over the world face challenges understanding mobility patterns within
dense urban environments at high spatial and temporal resolution. While such measures …

Estimating common pedestrian routes through indoor path networks using position traces

TS Prentow, H Blunck, K Grønbæk… - 2014 IEEE 15th …, 2014 - ieeexplore.ieee.org
Accurate information about how people commonly travel in a given large-scale building
environment and which routes they take for given start and destination points is essential for …

Pedestrian flow identification and occupancy prediction for indoor areas

N Tsiamitros, T Mahapatra, I Passalidis, KK… - Sensors, 2023 - mdpi.com
Indoor localization is used to locate objects and people within buildings where outdoor
tracking tools and technologies cannot provide precise results. This paper aims to improve …

Estimating pedestrian densities, wait times, and flows with wi-fi and bluetooth sensors

A Kurkcu, K Ozbay - Transportation Research Record, 2017 - journals.sagepub.com
Monitoring nonmotorized traffic is gaining more attention in the context of transportation
studies. Most of the traditional pedestrian monitoring technologies focus on counting …

[HTML][HTML] A dynamic mixed logit model with agent effect for pedestrian next location choice using ubiquitous Wi-Fi network data

A Beaulieu, B Farooq - International journal of transportation science and …, 2019 - Elsevier
Large scale automated data collection on the movement and activities of pedestrians is a
challenging problem. In a previous work we developed a network of cheap sensors that can …

Estimating indoor crowd density and movement behavior using WiFi sensing

SS Alam, M Al-Qurishi, R Souissi - Frontiers in The Internet of Things, 2022 - frontiersin.org
The fact that almost every person owns a smartphone device that can be precisely located is
both empowering and worrying. If methods for accurate tracking of devices (and their …