Sleep-States-Transition Model by Body Movement and Estimation of Sleep-Stage-Appearance Probabilities by Kalman Filter.
Yosuke KuriharaKajiro WatanabeHiroshi TanakaPublished in: IEEE Trans. Inf. Technol. Biomed. (2010)
Keyphrases
- kalman filter
- sleep stage
- transition model
- extended kalman filter
- body movements
- sleep apnea
- kalman filtering
- update equations
- automatic analysis
- reinforcement learning
- object tracking
- particle filter
- markov decision problems
- adaptive kalman filter
- motion capture
- appearance model
- mean shift
- state transition
- particle filtering
- transition probabilities
- probability distribution
- hidden markov models
- neural network