Human Activity Recognition on Time Series Accelerometer Sensor Data using LSTM Recurrent Neural Networks.
Chrisogonas O. OdhiamboSanjoy SahaCorby K. MartinHomayoun ValafarPublished in: CoRR (2022)
Keyphrases
- recurrent neural networks
- human activity recognition
- sensor data
- human activities
- activity recognition
- chaotic time series
- long short term memory
- echo state networks
- sensor networks
- neural network
- sensor measurements
- feed forward
- data streams
- raw sensor data
- daily life
- visual surveillance
- sensor readings
- smart environments
- multiple sensors
- artificial neural networks
- health monitoring
- recurrent networks
- action recognition
- wearable sensors
- multi view
- nonlinear dynamic systems
- artificial intelligence