Integrating Recurrent Neural Networks with Data Assimilation for Scalable Data-Driven State Estimation.
Stephen G. PennyTimothy A. SmithTse-Chun ChenJason A. PlattHsin-Yi LinMichael GoodliffHenry D. I. AbarbanelPublished in: CoRR (2021)
Keyphrases
- recurrent neural networks
- state estimation
- data driven
- data assimilation
- kalman filter
- kalman filtering
- feed forward
- echo state networks
- neural network
- particle filter
- artificial neural networks
- recurrent networks
- visual tracking
- anomaly detection
- dynamic systems
- object tracking
- motion field
- particle filtering
- simulation models
- real time
- agent based simulation
- genetic algorithm
- back propagation
- smart environments
- image sequences
- multi sensor