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
Hierarchical maximum likelihood multi-innovation identification methods for a class of multivariable Hammerstein-input-nonlinear systems

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Observer design method for nonlinear generalized systems with nonlinear algebraic constraints with applications

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Sensitivity-based distributed model predictive control: synchronous and asynchronous execution compared to ADMM

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FPGA Implementation of Stochastic Approximate Multipliers for Neural Networks

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Stochastic automatic differentiation for Monte Carlo processes

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Adaptive, Rate‐Optimal Hypothesis Testing in Nonparametric IV Models

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LinA: a faster approach to piecewise linear approximations using corridors and its application to mixed-integer optimization

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Efficient projection filter algorithm for stochastic dynamical systems with correlated noises and state-dependent measurement covariance

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An efficient method for generalised Wiener series estimation of nonlinear systems using Gaussian processes

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Generating Fault Databases Through Simulated and Experimental Multi-Rotor UAV Propulsion Systems

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近5年高被引文献
Review on model predictive control: an engineering perspective

article Full Text OpenAlex 819 FWCI64.02546209

Local Projections and VARs Estimate the Same Impulse Responses

article Full Text OpenAlex 616 FWCI194.82187436

Analysis of frequency data

book-chapter Full Text OpenAlex 565 FWCI1.82199033

Finding Optimal Normalizing Transformations via bestNormalize

article Full Text OpenAlex 403 FWCI75.51941759

VARIABLE SELECTION IN QUANTILE REGRESSION

article Full Text OpenAlex 377 FWCI23.51815773

A Review on Kalman Filter Models

review Full Text OpenAlex 354 FWCI69.31278238

Biomedical Signal Processing

book Full Text OpenAlex 263 FWCI0.29952381

Behavioral systems theory in data-driven analysis, signal processing, and control

article Full Text OpenAlex 248 FWCI25.23825269

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

article Full Text OpenAlex 241 FWCI59.97359728

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

article Full Text OpenAlex 239 FWCI122.56190525