A Deep Learning Based Lightweight Human Activity Recognition System Using Reconstructed WiFi CSI.
Xingcan ChenYi ZouChenglin LiWendong XiaoPublished in: IEEE Trans. Hum. Mach. Syst. (2024)
Keyphrases
- lightweight
- deep learning
- human activities
- wifi
- smart home
- activity recognition
- mobile devices
- wireless networks
- end to end
- unsupervised learning
- wireless communication
- sensor data
- location information
- human computer interaction
- smart phones
- action recognition
- ad hoc networks
- machine learning
- mobile applications
- weakly supervised
- wireless sensor networks
- network architecture
- mobile networks
- data mining
- urban environments
- smart card
- image sequences
- mental models
- low cost