Identification of block-oriented systems in the presence of nonparametric input nonlinearities of switch and backlash types

DOI10.1016/j.automatica.2010.02.020zbMath1191.93140OpenAlexW1976482078MaRDI QIDQ980920

J. B. Gning, Y. Rochdi, Fouad Giri, Fatima-Zahra Chaoui

Publication date: 8 July 2010

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2010.02.020

zbMATH Keywords

system identificationswitchpersistent excitationexperiment designbacklashestimator consistencyHammerstein-like systemsnonparametric nonlinearities

Mathematics Subject Classification ID

Discrete-time control/observation systems (93C55) Identification in stochastic control theory (93E12)

Related Items (8)

Modified multi-innovation stochastic gradient algorithm for Wiener-Hammerstein systems with backlash ⋮ Identification of block-oriented nonlinear systems starting from linear approximations: a survey ⋮ Gradient based estimation algorithm for Hammerstein systems with saturation and dead-zone nonlinearities ⋮ Parameter identification of Hammerstein systems containing backlash operators with arbitrary-shape parametric borders ⋮ Identification of extended Hammerstein systems with hysteresis-type input nonlinearities described by Preisach model ⋮ Generalized Wiener system identification: General backlash nonlinearity and finite impulse response linear part ⋮ Instrumental variables for nonlinearity recovering in block-oriented systems driven by correlated signals ⋮ Identification of Hammerstein systems with continuous nonlinearity

Cites Work

• Parameter identification of discontinuous Hammerstein systems
• Identification of linear systems with hard input nonlinearities of known structure
• Interpolation and approximation by polynomials
• Nonparametric System Identification
• Instrumental-variable methods for identification of Hammerstein systems
• Convergence of the Iterative Hammerstein System Identification Algorithm
• Bounding the Parameters of Linear Systems With Input Backlash
• Hammerstein system identification by non-parametric instrumental variables
• System identification based on Hammerstein model
• Parameter identification of a class of Hammerstein plants
• Interval-excitation through impulse sequences. A technical lemma

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