Towards CSI-based diversity activity recognition via LSTM-CNN encoder-decoder neural network.
Linlin GuoHang ZhangChao WangWeiyu GuoGuangqiang DiaoBingxian LuChuang LinLei WangPublished in: Neurocomputing (2021)
Keyphrases
- activity recognition
- neural network
- video codec
- decoding process
- recurrent neural networks
- distributed video coding
- low complexity
- human activity recognition
- error control
- cellular neural networks
- noisy channel
- human activities
- successive approximation
- wyner ziv video coding
- wyner ziv
- rate distortion
- action recognition
- visual surveillance
- distributed source coding
- motion estimation
- feed forward
- back propagation
- smart home
- bit rate
- sensory data
- video coding
- turbo codes
- artificial neural networks
- daily activities
- smart environments
- video compression
- activity analysis
- video quality
- activities of daily living
- motion compensation
- transfer learning
- decoding algorithm
- wearable sensors
- text categorization
- knn
- accelerometer data
- eye movement analysis