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
WiFi probe request data to model urban mobility trajectories in dense urban environments.
We collect probe request data from a public Wifi … the potential to use WiFi data to approximate …

Semantic trajectories-based social relationships discovery using WiFi monitors

F Wang, X Zhu, J Miao - Personal and Ubiquitous Computing, 2017 - Springer
… similarity measurement to estimate similarity among mobile users. We deploy WiFi detectors
in a university to collect WiFi probes and extract mobile users’ semantic trajectories from the …

Crowdprobe: Non-invasive crowd monitoring with wi-fi probe

H Hong, GD De Silva, MC Chan - … of the ACM on Interactive, Mobile …, 2018 - dl.acm.org
… We present our trajectory inference algorithm in Section 5. … by the trajectory to infer the
movement of the visitors with mobile … visitor trajectory inference method based on passive WiFi

PmA: a solution for people mobility monitoring and analysis based on WiFi probes

M Uras, R Cossu, L Atzori - 2019 4th International Conference …, 2019 - ieeexplore.ieee.org
… (People mobility Analysis) which relies on the analysis of WiFi probe requests. A probe request
is … and human trajectories in a large and densely populated urban area with high spatial …

Do WiFi Probe-Requests Reveal Your Trajectory?

AK Mishra, AC Viana, N Achir - 2023 IEEE Wireless …, 2023 - ieeexplore.ieee.org
… to investigate users’ mobility [1]. Spatio-temporal mobility datasets are nowadays acknowledged
as a common tool to study users’ trajectories: eg, mobile phone records [2], WiFi [3], [4], …

Human mobility monitoring using wifi: Analysis, modeling, and applications

A Trivedi - 2021 - scholarworks.umass.edu
… There has been work on using WiFi probes for sensing where the probe requests from …
In our work we focus on individual user mobility trajectories using WiFi syslogs and not WiFi

PmA: A real-world system for people mobility monitoring and analysis based on Wi-Fi probes

M Uras, R Cossu, E Ferrara, A Liotta, L Atzori - Journal of Cleaner …, 2020 - Elsevier
mobility and human trajectories using Wi-Fi probe requests. They have used a large data-set
built on the probe … user trajectory into a museum and a shopping mall with accurate results. …

Contextualizing human dynamics: Understanding the semantics of movement trajectories with Wi-Fi data

L Li, X Chen, Q Li, X Tan, J Chen, D Wang… - Travel Behaviour and …, 2021 - Elsevier
… Wi-Fi probe requests—when … mobility pattern can be identified. Eventually, we have
established SSTMs from all travelers’ movement trajectories and have identified meaningful mobility

Spatio-temporal trajectory estimation based on incomplete Wi-Fi probe data in urban rail transit network

J Gu, Z Jiang, Y Sun, M Zhou, S Liao, J Chen - Knowledge-Based Systems, 2021 - Elsevier
… attribute (ie, timestamp and location) in a mobility sequence in the form of an O( n − 1 )
Markov model. This paper proposes a mobility n-gram model for location attribute inferring. The …

IoT-based mobility tracking for smart city applications

K Gebru, C Casetti, CF Chiasserini… - … on Networks and …, 2020 - ieeexplore.ieee.org
… main Italian mobile operator, we have installed two WiFi probe-… to track the mobility in terms
of detailed trajectory as in our … for WiFi mobility detection, the WiFi probe message provides …