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 …

Tracking human mobility using wifi signals

P Sapiezynski, A Stopczynski, R Gatej, S Lehmann - PloS one, 2015 - journals.plos.org
We study six months of human mobility data, including WiFi and GPS traces recorded with
high temporal resolution, and find that time series of WiFi scans contain a strong latent …

Passive wi-fi monitoring in the wild: a long-term study across multiple location typologies

M Ribeiro, N Nunes, V Nisi, J Schöning - Personal and ubiquitous …, 2022 - Springer
In this paper, we present a systematic analysis of large-scale human mobility patterns
obtained from a passive Wi-Fi tracking system, deployed across different location typologies …

Urban phenology: Toward a real-time census of the city using Wi-Fi data

CE Kontokosta, N Johnson - Computers, Environment and Urban Systems, 2017 - Elsevier
New streams of data are being generated by a range of in-situ instrumentation, mobile
sensing, and social media that can be integrated and analyzed to better understand urban …

Spatio-temporal facility utilization analysis from exhaustive wifi monitoring

TS Prentow, AJ Ruiz-Ruiz, H Blunck, A Stisen… - Pervasive and Mobile …, 2015 - Elsevier
The optimization of logistics in large building complexes with many resources, such as
hospitals, require realistic facility management and planning. Current planning practices rely …

Sensing WiFi packets in the air: Practicality and implications in urban mobility monitoring

Y Chon, S Kim, S Lee, D Kim, Y Kim… - Proceedings of the 2014 …, 2014 - dl.acm.org
Mobile sensing systems employ various sensors in smartphones to extract human-related
information. As the demand for sensing systems increases, a more effective mechanism is …

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 …

Analysis of a mixed-use urban wifi network: when metropolitan becomes neapolitan

M Afanasyev, T Chen, GM Voelker… - Proceedings of the 8th …, 2008 - dl.acm.org
While WiFi was initially designed as a local-area access network, mesh networking
technologies have led to increasingly expansive deployments of WiFi networks. In urban …

Mapping the MIT campus in real time using WiFi

A Sevtsuk - Handbook of Research on Urban Informatics: The …, 2009 - igi-global.com
This chapter presents the iSPOTS project, which collects and maps data of WiFi usage on
the Massachusetts Institute of Technology campus in Cambridge, Boston. Instead of simply …

Usage patterns in an urban WiFi network

M Afanasyev, T Chen, GM Voelker… - … /ACM Transactions on …, 2010 - ieeexplore.ieee.org
While WiFi was initially designed as a local-area access network, mesh networking
technologies have led to increasingly expansive deployments of WiFi networks. In urban …