Parameter estimation for nonlinear disease dynamical system using particle filter.
Muhammad Javvad ur RehmanSarat Chandra DassVijanth Sagayan AsirvadamAhmed AdlyPublished in: IC3INA (2015)
Keyphrases
- parameter estimation
- particle filter
- dynamical systems
- state space
- nonlinear dynamical systems
- dynamic systems
- particle filtering
- least squares
- estimation problems
- maximum likelihood
- em algorithm
- visual tracking
- object tracking
- likelihood function
- kalman filter
- state estimation
- statistical models
- motion model
- mean shift
- model selection
- monte carlo
- robust tracking
- approximate inference
- expectation maximization
- dynamical models
- data association
- appearance model
- multiple objects
- markov random field
- markov chain
- observation model
- markov chain monte carlo
- data mining
- dynamic programming
- reinforcement learning
- random fields
- simultaneous localization and mapping
- proposal distribution