Simplex optimization for particle filter joint state and parameter estimation of dynamic power systems.
Muhammed Akif UlkerBahri UzunogluPublished in: EUROCON (2017)
Keyphrases
- parameter estimation
- particle filter
- power system
- estimation problems
- state estimation
- state space
- maximum likelihood
- particle filtering
- visual tracking
- object tracking
- model selection
- least squares
- markov random field
- parameter estimation algorithm
- likelihood function
- em algorithm
- kalman filter
- random fields
- markov chain monte carlo
- approximate inference
- computational intelligence
- motion model
- appearance model
- expectation maximization
- dynamic environments
- data association
- mean shift
- posterior distribution
- video sequences
- reinforcement learning
- observation model
- power generation
- neural network