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
Ensemble Feedback Stabilization of Linear Systems

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Nonlocality and Nonlinearity Implies Universality in Operator Learning

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Two-stage parameter estimation methods for linear time-invariant continuous-time systems

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Robust data-driven Kalman filtering for unknown linear systems using maximum likelihood optimization

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Extrapolation of Neural Networks for On-Chip Model Predictive Control: Insights from Nearest Neighbor Filtered Dataset and Disturbance Analysis

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Learning linearized models from nonlinear systems under initialization constraints with finite data

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Systematic interval observer design for linear systems

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Flight-Safe Inference: SVD-Compressed LSTM Acceleration for Real-Time UAV Engine Monitoring Using Custom FPGA Hardware Architecture

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Partial Envelope and Reduced-Rank Partial Envelope Vector Autoregressive Models

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SOC-MartNet: A Martingale Neural Network for the Hamilton–Jacobi–Bellman Equation Without Explicit \(\boldsymbol{\inf\nolimits_{u \in}}\)\(\boldsymbol{{}_{U}H}\) in Stochastic Optimal Controls

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

article Full Text OpenAlex 595 FWCI52.626

Analysis of frequency data

book-chapter Full Text OpenAlex 585 FWCI0.796

Local Projections and VARs Estimate the Same Impulse Responses

article Full Text OpenAlex 545 FWCI167.617

Finding Optimal Normalizing Transformations via bestNormalize

article Full Text OpenAlex 329 FWCI41.51

Biomedical Signal Processing

book Full Text OpenAlex 267 FWCI0.251

The Augmented Synthetic Control Method

article Full Text OpenAlex 258 FWCI23.363

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

article Full Text OpenAlex 208 FWCI28.266

A Review on Kalman Filter Models

review Full Text OpenAlex 208 FWCI5.731

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

article Full Text OpenAlex 203 FWCI53.842

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

article Full Text OpenAlex 199 FWCI23.01