A Monte Carlo Algorithm for State and Parameter Estimation of Extended Targets.
Donka S. AngelovaLyudmila MihaylovaPublished in: International Conference on Computational Science (3) (2006)
Keyphrases
- monte carlo
- parameter estimation
- expectation maximization
- markov chain monte carlo
- em algorithm
- maximum likelihood
- stochastic approximation
- dynamic programming
- computational cost
- learning algorithm
- markov chain
- parameter estimation algorithm
- least squares
- search space
- importance sampling
- monte carlo simulation
- parameters estimation
- adaptive sampling
- model selection
- model fitting
- random fields
- belief propagation
- kalman filter
- particle filter
- simulated annealing
- k means
- similarity measure