Rao-Blackwellized particle smoothers for mixed linear/nonlinear state-space models

We consider the smoothing problem for a class of conditionally linear Gaussian state-space (CLGSS) models, referred to as mixed linear/nonlinear models. In contrast to the better studied hierarchical CLGSS models, these allow for an intricate cross dependence between the linear and the nonlinear par...

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Bibliographic Details
Main Authors: Lindsten, Fredrik, Bunch, Pete, Godsill, Simon J., Schön, Thomas B.
Format: Others
Language:English
Published: Linköpings universitet, Reglerteknik 2013
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-93460