Particle Filtering and Smoothing Using Windowed Rejection Sampling

J. N. Corcoran, D. Jennings

"Particle methods" are sequential Monte Carlo algorithms, typically involving importance sampling, that are used to estimate and sample from joint and marginal densities from a col…