Combining a Fully Connected Neural Network With an Ensemble Kalman Filter to Emulate a Dynamic Model in Data Assimilation.
Manhong FanYulong BaiLili WangLin DingPublished in: IEEE Access (2021)
Keyphrases
- kalman filter
- data assimilation
- dynamic model
- fully connected
- neural network
- activation function
- reduced order model
- kalman filtering
- unscented kalman filter
- extended kalman filter
- experimental data
- state estimation
- artificial neural networks
- object tracking
- control scheme
- conditional random fields
- pattern recognition
- scale free
- back propagation
- neural network model
- particle filter
- adaptive kalman filter
- feature selection
- fuzzy neural network
- particle filtering
- fuzzy logic
- hidden layer
- feed forward
- recurrent neural networks
- motion field
- anomaly detection
- knn
- data analysis
- reinforcement learning