Research Article

HuAc: Human Activity Recognition Using Crowdsourced WiFi Signals and Skeleton Data

Table 1

WiFi-based activity recognition dataset (WiAR).

GranularityActivitiesEnvironmentsDevices

ActivityForward kick, side kick, bend, walk, phone, sit down, squat, drink waterEmpty room, meeting room, officeRouter, laptop with 5300 card
GesturesHorizontal arm wave, two-hand wave, high throw, toss paper, draw tick, draw x, hand clap, high arm waveEmpty room, meeting room, officeRouter, laptop with 5300 card