Recursive prediction error methods for online estimation in nonlinear state-space models

Several recursive algorithms for online, combined state and parameter estimation in nonlinear state-space models are discussed in this paper. Well-known algorithms such as the extended Kalman filter and alternative formulations of the recursive prediction error method are included, as well as a new...

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Bibliographic Details
Main Authors: Dag Ljungquist, Jens G. Balchen
Format: Article
Language:English
Published: Norwegian Society of Automatic Control 1994-04-01
Series:Modeling, Identification and Control
Subjects:
Online Access:http://www.mic-journal.no/PDF/1994/MIC-1994-2-4.pdf