New developments in state estimation for nonlinear systems

Based on an interpolation formula, accurate state estimators for nonlinear systems can be derived. The estimators do not require derivative information which makes them simple to implement. State estimators for nonlinear systems are derived based on polynomial approximations obtained with a multi-di...

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Veröffentlicht in:Automatica (Oxford) Jg. 36; H. 11; S. 1627 - 1638
Hauptverfasser: Nørgaard, Magnus, Poulsen, Niels K., Ravn, Ole
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Ltd 01.11.2000
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ISSN:0005-1098, 1873-2836
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Abstract Based on an interpolation formula, accurate state estimators for nonlinear systems can be derived. The estimators do not require derivative information which makes them simple to implement. State estimators for nonlinear systems are derived based on polynomial approximations obtained with a multi-dimensional interpolation formula. It is shown that under certain assumptions the estimators perform better than estimators based on Taylor approximations. Nevertheless, the implementation is significantly simpler as no derivatives are required. Thus, it is believed that the new state estimators can replace well-known estimators, such as the extended Kalman filter (EKF) and its higher-order relatives, in most practical applications.
AbstractList Based on an interpolation formula, accurate state estimators for nonlinear systems can be derived. The estimators do not require derivative information which makes them simple to implement. State estimators for nonlinear systems are derived based on polynomial approximations obtained with a multi-dimensional interpolation formula. It is shown that under certain assumptions the estimators perform better than estimators based on Taylor approximations. Nevertheless, the implementation is significantly simpler as no derivatives are required. Thus, it is believed that the new state estimators can replace well-known estimators, such as the extended Kalman filter (EKF) and its higher-order relatives, in most practical applications.
Author Ravn, Ole
Nørgaard, Magnus
Poulsen, Niels K.
Author_xml – sequence: 1
  givenname: Magnus
  surname: Nørgaard
  fullname: Nørgaard, Magnus
  email: pmn@iau.dtu.dk
  organization: Department of Mathematical Modelling, Bldg 321, Technical University of Denmark, 2800 Lyngby, Denmark
– sequence: 2
  givenname: Niels K.
  surname: Poulsen
  fullname: Poulsen, Niels K.
  organization: Department of Mathematical Modelling, Bldg 321, Technical University of Denmark, 2800 Lyngby, Denmark
– sequence: 3
  givenname: Ole
  surname: Ravn
  fullname: Ravn, Ole
  organization: Department of Automation, Bldg. 326, Technical University of Denmark, 2800 Lyngby, Denmark
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Cites_doi 10.1109/ACC.1995.529783
10.1016/S0005-1098(97)00127-1
10.1109/TAC.1968.1098986
10.1117/12.280797
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Issue 11
Keywords Parameter estimation
Interpolation algorithms
Multivariable polynomials
State estimation
Extended Kalman filters
Nonlinear filters
Language English
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  doi: 10.1117/12.280797
– ident: 10.1016/S0005-1098(00)00089-3_BIB11
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Snippet Based on an interpolation formula, accurate state estimators for nonlinear systems can be derived. The estimators do not require derivative information which...
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SubjectTerms Extended Kalman filters
Interpolation algorithms
Multivariable polynomials
Nonlinear filters
Parameter estimation
State estimation
Title New developments in state estimation for nonlinear systems
URI https://dx.doi.org/10.1016/S0005-1098(00)00089-3
Volume 36
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