Matti Raitoharju

Posterior linearisation smoothing with robust iterations

2021 · arXiv (Cornell University)

This paper considers the problem of iterative Bayesian smoothing in nonlinear state-space models with additive noise using Gaussian approximations. Iterative methods are known to improve smoothed estimates but are not guaranteed to converge, motivating the …