Location- and Person-Independent Activity Recognition with WiFi, Deep Neural Networks, and Reinforcement Learning.
Yongsen MaSheheryar ArshadSwetha MunirajuEric TorkildsonEnrico RantalaKlaus DopplerGang ZhouPublished in: ACM Trans. Internet Things (2020)
Keyphrases
- activity recognition
- wifi
- location information
- smart home
- neural network
- reinforcement learning
- network architecture
- mobile devices
- transfer learning
- action recognition
- human activities
- end to end
- location based services
- wireless communication
- wireless networks
- head pose estimation
- facial expression recognition
- smart phones
- machine learning
- image sequences
- facial expressions
- state space
- neural network model
- learning algorithm
- data sets