专题:Control Systems and Identification

This cluster of papers covers advances in system identification techniques, including parameter estimation for nonlinear models, data-driven control, model-based control, feedback controllers, state estimation for multivariable systems, and the development of recursive algorithms. The papers also discuss model selection approaches and optimal experiment design for system identification.
最新文献
Iterative identification algorithms for parametric separable nonlinear network modelling

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Lagrangian grid-based estimation of nonlinear systems with invertible dynamics

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Per-Trial Non-Vanishing Likelihood Divergence Under Objective Channel Reduction in Drift–Diffusion Models

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Highly efficient moving data window iterative identification for multiple-input multiple-output systems with colored noise

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Bridging the gap between deterministic and probabilistic approaches to state estimation

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Robust multi-innovation full parameter identification for separable fractional-order systems based on online measurements

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Innovative Algorithms for State-of-Charge Estimation in Electric Vehicle Batteries

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Auxiliary Model Hierarchical Generalized Extended Recursive Parameter Estimation for Autoregressive Output‐Error Autoregressive Moving Average Systems

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Derivative Free Data-Driven Stabilization of Continuous-Time Linear Systems From Input-Output Data

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Neural Network–Based Parameter Estimation for Nonautonomous Differential Equations with Discontinuous Signals

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近5年高被引文献
Analysis of frequency data

book-chapter Full Text OpenAlex 566 FWCI1.7157

A Review on Kalman Filter Models

review Full Text OpenAlex 437 FWCI55.6736

Least squares parameter estimation and multi-innovation least squares methods for linear fitting problems from noisy data

article Full Text OpenAlex 262 FWCI48.7321

Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control

article Full Text OpenAlex 260 FWCI31.0243

Separable Newton Recursive Estimation Method Through System Responses Based on Dynamically Discrete Measurements with Increasing Data Length

article Full Text OpenAlex 217 FWCI24.7752

Bridging Direct and Indirect Data-Driven Control Formulations via Regularizations and Relaxations

article Full Text OpenAlex 189 FWCI20.1619

Filtered auxiliary model recursive generalized extended parameter estimation methods for Box–Jenkins systems by means of the filtering identification idea

article Full Text OpenAlex 175 FWCI32.4248

PySINDy: A comprehensive Python package for robust sparse system identification

article Full Text OpenAlex 171 FWCI20.13

Linear Tracking MPC for Nonlinear Systems—Part II: The Data-Driven Case

article Full Text OpenAlex 166 FWCI18.5814

Observer design for continuous-time dynamical systems

article Full Text OpenAlex 161 FWCI19.0672