Initial estimates for the dynamics of a Hammerstein system

DOI10.1016/j.automatica.2006.12.003zbMath1123.93042OpenAlexW3021643092MaRDI QIDQ2641805

W. D. Widanage, Keith R. Godfrey, Rik Pintelon, Johan Schoukens

Publication date: 23 August 2007

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2006.12.003

zbMATH Keywords

Hammerstein systemsBox-Jenkinsinitial estimatesARMAX

Mathematics Subject Classification ID

System identification (93B30) Nonlinear systems in control theory (93C10) Design techniques (robust design, computer-aided design, etc.) (93B51) Discrete-time control/observation systems (93C55) Stochastic systems in control theory (general) (93E03)

Related Items (5)

Instrument variable method based on nonlinear transformed instruments for Hammerstein system identification ⋮ Identification of block-oriented nonlinear systems starting from linear approximations: a survey ⋮ Parameter and state estimation of nonlinear fractional-order model using Luenberger observer ⋮ Initializing Wiener-Hammerstein models based on partitioning of the best linear approximation ⋮ Identification of Hammerstein systems with continuous nonlinearity

Uses Software

• System Identification Toolbox

Cites Work

• Unnamed Item
• Unnamed Item
• On covariance function tests used in system identification
• The identification of nonlinear biological systems: LNL cascade models
• On representation and approximation of nonlinear systems. Part II: Discrete time
• Identification of systems containing linear dynamic and static nonlinear elements
• Identification of linear systems with hard input nonlinearities of known structure
• Linear approximations of nonlinear FIR systems for separable input processes
• Identification of linear systems with nonlinear distortions
• Identification of MIMO Hammerstein models using least squares support vector machines
• Instrumental-variable methods for identification of Hammerstein systems
• Parametric and nonparametric identification of linear systems in the presence of nonlinear distortions-a frequency domain approach
• Frequency domain system identification with missing data
• Identifying MIMO Hammerstein systems in the context of subspace model identification methods
• Parameter identification of a class of Hammerstein plants

This page was built for publication: Initial estimates for the dynamics of a Hammerstein system