WiFi positioning and Big Data to monitor flows of people on a wide scale

A Alessandrini, C Gioia, F Sermi, I Sofos… - 2017 European …, 2017 - ieeexplore.ieee.org
… the potential of WiFi positioning to monitor movement of people on a … people flows within
a large restricted area. The event attracted a high number of participants: almost 8000 people

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
… where the nodes are the WiFi AP locations, and the edges are the client flows of consecutive
AP–… (46%, as people commute to work) and less at Night (24%, as people may go to sleep …

Large scale movement analysis from WiFi based location data

F Meneses, A Moreira - … conference on indoor positioning and …, 2012 - ieeexplore.ieee.org
… RADIUS logs, we can only detect the position of devices (people) at the Basic Service Set (…
way people move. In this analysis, we introduce the concepts of "place connectivity" and "flow

A new dataset of people flow in an industrial site with uwb and motion capture systems

M Delamare, F Duval, R Boutteau - Sensors, 2020 - mdpi.com
… are WiFi enabled, which makes WiFi an ideal candidate for indoor localization. However, WiFi
is … via Wi-Fi RSS are used to estimate the position of people [23]. The use of magnetic data …

Wiflowcount: Device-free people flow counting by exploiting doppler effect in commodity wifi

R Zhou, Z Gong, X Lu, Y Fu - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
… commodity WiFi to count the number of people of continuous flows in a device-free way,
requiring one pair of WiFi … Both laptops were positioned at a height of 1.2 m. One laptop acted as …

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
… as crowd density per area of interest, people flows, recurrent mobility patterns, mobility heat
… of devices and their position, from which we also compute mobility patterns together with …

On cleaning strategies for WiFi positioning to monitor dynamic crowds

C Gioia, F Sermi, D Tarchi, M Vespe - Applied Geomatics, 2019 - Springer
… analysis of visitor movements and flows, including queue times, … people attending an event
and their distribution. In this paper, a monitoring tool exploiting big data and WiFi positioning

Queuing time prediction using WiFi positioning data in an indoor scenario

H Shu, C Song, T Pei, L Xu, Y Ou, L Zhang, T Li - Sensors, 2016 - mdpi.com
positioning technology that captures people’s locations with … , density, and flow in traffic flow
theory and queue discipline, … The advantages of our method using WiFi positioning data to …

An accurate WiFi indoor positioning algorithm for complex pedestrian environments

D Yu, C Li - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
… a precise WiFi fingerprinting indoor positioning algorithm for … people in the daytime than in
the evening, and more people on … to the flow of people in different periods, the flow states are …

Multiple people identification through walls using off-the-shelf WiFi

B Korany, H Cai, Y Mostofi - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… In addition, the WiFi network in a mall can identify the people (… for analyzing people’s shopping
preferences and the traffic flow. … One can also utilize more resources, such as positioning