… significantly and that the count of Wifi probe requests after filtering represents a … People
Counting and occupancy Monitoring using WiFi Probe Requests and Unmanned Aerial Vehicles…

… Ayaz, and SS Cheung, “People counting in dense crowd images using sparse head … Kadri,
“Indoor occupancy tracking in smart buildings using passive sniffing of probe requests,” in …

… Throughout this paper we use the terms crowd counting, people counting and occupancy …
devices periodically send special frames, called proberequests, across all channels as part of …

… Integrating unmanned aerial vehicles (UAVs) with IoT can result in an airborne UAV-based
IoT (UIoT) system and facilitate various value-added services from sky to ground. In addition …

… In short, our method captures the WiFi Probe Request messages … use of Unmanned Aerial
es) to locate people in cases of UAV with a GPS module flies t, capturing the Probe Request …

… [12, 13], Wi-Fi modules [14, … monitoring and management systems. The video- and
image-based traffic-sensing technologies often use advanced technology applications of the Internet …

… Smartphones with enabled Wi-Fi send out probe requests … period and signal strength from
each probe request are analysed. In [55]… of a vision-based people counting system in buses. In …

… This paper presents a crowd monitoring system based on probe requests (PRs), which are
… i) localize Wi-Fi devices using unmanned aerial vehicles [5]; ii) measure occupancy in indoor …

… 11 shows the count of people in a room against the count of non-… 0.67 between device
count and people count. While this … been evaluating people’s impression of occupancy/crowding …

… Through real-world examples, we show how simply monitoring indoor occupancy and
mobility of occupants in three universities with WiFi can reflect the spectrum of crowd change …