On-line structure detection and parameter estimation with exponential windowing for nonlinear systems
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Publication:1352541
DOI10.1016/S0947-3580(96)70054-7zbMath0868.93014OpenAlexW2040897167MaRDI QIDQ1352541
Publication date: 13 February 1997
Published in: European Journal of Control (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0947-3580(96)70054-7
parameter estimationnonlineardiscrete-timetime-varyingGivens rotation methodon-line model structure selectionorthogonal QR decomposition
System identification (93B30) Nonlinear systems in control theory (93C10) Control/observation systems involving computers (process control, etc.) (93C83)
Cites Work
- Factorization methods for discrete sequential estimation
- Structure detection and model validity tests in the identification of nonlinear systems
- Input-output parametric models for non-linear systems Part II: stochastic non-linear systems
- Correlation based model validity tests for non-linear models
- Recursive identification of bilinear systems
- Recursive prediction error parameter estimator for non-linear models
- Representations of non-linear systems: the NARMAX model
- Extended model set, global data and threshold model identification of severely non-linear systems
- Orthogonal least squares methods and their application to non-linear system identification
- Performance monitoring in non-linear adaptive noise cancellation
- Piecewise linear identification of non-linear systems
- Consistent estimation of the order of stochastic control systems
- Numerical computations for univariate linear models
- Least Squares Computations by Givens Transformations Without Square Roots
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