Approximate EM Algorithms for Parameter and State Estimation in Nonlinear Stochastic Models.

Graham C. Goodwin Juan C. Agüero

Published in: CDC/ECC (2005)

Keyphrases

state estimation
stochastic models
learning algorithm
computational complexity
pairwise
dynamic programming
probabilistic model
least squares
particle filter
latent variables
kalman filtering
stochastic processes