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Hierarchical iterative identification algorithms for a nonlinear system with dead‐zone and saturation nonlinearity based on the auxiliary model

International Journal of Adaptive Control and Signal Processing, 2023
This paper investigates the identification problem of an output‐error nonlinear system with saturation and dead‐zone nonlinearity. Introducing a switching function and by means of the auxiliary model identification idea, an auxiliary model hierarchical ...
Shunyuan Sun, Xiao Wang, Feng Ding
semanticscholar   +3 more sources

Nonlinear dynamical system identification using the sparse regression and separable least squares methods

Journal of Sound and Vibration, 2021
This paper proposes a novel nonlinear dynamical system identification method based on the sparse regression algorithm and the separable least squares method.
Miaomiao Lin   +5 more
semanticscholar   +3 more sources

A novel unscented Kalman filter for recursive state-input-system identification of nonlinear systems

Mechanical Systems and Signal Processing, 2019
The unscented Kalman filter (UKF) has proven to be an effective approach for the identification of nonlinear systems from limited output measurements.
Y. Lei   +3 more
semanticscholar   +3 more sources

Sparse structural system identification method for nonlinear dynamic systems with hysteresis/inelastic behavior

Mechanical Systems and Signal Processing, 2019
A system identification technique suitable for single degree of freedom (SDOF) and multiple degree of freedom (MDOF) structural systems with either nonlinear elastic or inelastic/hysteretic behavior is proposed in this paper.
Zhilu Lai, Satish Nagarajaiah
semanticscholar   +3 more sources

Wiener–Hammerstein nonlinear system identification using spectral analysis

International Journal of Robust and Nonlinear Control, 2022
In this paper, a new approach is developed for the identification of Wiener–Hammerstein model structures. Unlike several other papers, the transfer functions of linear elements are of unknown structure.
A. Brouri
semanticscholar   +1 more source

Measurement and identification of the nonlinear dynamics of a jointed structure using full-field data; Part II - Nonlinear system identification

Mechanical systems and signal processing, 2022
The dynamic responses of assembled structures are greatly affected by the mechanical joints, which are often the cause of nonlinear behavior. To better understand and, in the future, tailor the nonlinearities, accurate methods are needed to characterize ...
M. Jin   +10 more
semanticscholar   +1 more source

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