Hanif, Ayub; Smith, Robert Elliott - In: New Mathematics and Natural Computation (NMNC) 11 (2015) 01, pp. 71-101
Recursive Bayesian estimation using sequential Monte Carlos methods is a powerful numerical technique to understand latent dynamics of nonlinear non-Gaussian dynamical systems. It enables us to reason under uncertainty and addresses shortcomings underlying deterministic systems and control...