Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter.
Xiaodong LuoChuan-An XiaPublished in: Frontiers Appl. Math. Stat. (2022)
Keyphrases
- kalman filter
- kalman filtering
- hyperparameters
- state estimation
- object tracking
- parameter settings
- particle filter
- state space model
- extended kalman filter
- mean shift
- neural network
- training data
- cross validation
- bayesian inference
- data mining
- particle filtering
- training set
- random sampling
- motion estimation
- learning algorithm
- update equations