A sensor fault detection for aircraft using a single Kalman filter and hidden Markov models.
Konrad RudinGuillaume Jacques Joseph DucardRoland Yves SiegwartPublished in: CCA (2014)
Keyphrases
- hidden markov models
- kalman filter
- fault detection
- kalman filtering
- fault diagnosis
- industrial processes
- speech recognition
- conditional random fields
- particle filter
- markov models
- sequential data
- hidden states
- object tracking
- hidden state
- fault detection and diagnosis
- continuous hidden markov models
- baum welch
- neural network
- particle filtering
- signal processing
- fuzzy logic
- linear dynamical systems
- motion estimation
- probabilistic model
- data analysis