:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Liu, Aihui, Jansson, Magnus
Format:	Preprint
Published:	2026
Subjects:	Systems and Control
Online Access:	https://arxiv.org/abs/2604.05832
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Closed-Loop Consistent, Causal Data-Driven Predictive Control via SSARX
by: Liu, Aihui, et al.
Published: (2025)

The Innovation Null Space of the Kalman Predictor: A Stochastic Perspective for DeePC
by: Liu, Aihui, et al.
Published: (2025)

An Innovations-Based Data-Driven Kalman Predictor for Predictive Control
by: Abdalmoaty, Mohamed, et al.
Published: (2025)

Stochastic Data-Driven Predictive Control: Chance-Constraint Satisfaction with Identified Multi-step Predictors
by: Balim, Haldun, et al.
Published: (2024)

Robust Offset-free Kernelized Data-Driven Predictive Control for Nonlinear Systems
by: Mazare, Mahmood, et al.
Published: (2025)

An Empirical Bayes approach to ARX Estimation
by: Leahu, Timofei, et al.
Published: (2025)

Recursive-ARX for Grid-Edge Fault Detection
by: Yaagoubi, Soufiane El, et al.
Published: (2025)

Regularization for Covariance Parameterization of Direct Data-Driven LQR Control
by: Zhao, Feiran, et al.
Published: (2025)

Comparative Analysis of Data-Driven Predictive Control Strategies
by: Rezaei, Sohrab, et al.
Published: (2025)

Analysis and Modeling of the Hybrid Vessel's Electrical Power System
by: Mosselaar, Matthijs, et al.
Published: (2024)

Data-Driven Stochastic Optimal Control in Reproducing Kernel Hilbert Spaces
by: Hoischen, Nicolas, et al.
Published: (2024)

Regularization in Data-driven Predictive Control: A Convex Relaxation Perspective
by: Shang, Xu, et al.
Published: (2025)

MPC for Aquifer Thermal Energy Storage Systems Using ARX Models
by: van Randenborgh, Johannes, et al.
Published: (2025)

ARX-Implementation of encrypted nonlinear dynamic controllers using observer form
by: Hong, Deuksun, et al.
Published: (2025)

On Data-Driven Unbiased Predictors using the Koopman Operator
by: Schurig, Roland, et al.
Published: (2026)

Hidden Convexity in Active Learning: A Convexified Online Input Design for ARX Systems
by: Chatzikiriakos, Nicolas, et al.
Published: (2025)

Data-Driven Analysis and Predictive Control of Descriptor Systems with Application to Power and Water Networks
by: Zhang, Yuan, et al.
Published: (2025)

Safe Data-Driven Predictive Control
by: Vahidi-Moghaddam, Amin, et al.
Published: (2025)

Tube-Based Robust Data-Driven Predictive Control
by: Wang, Chi, et al.
Published: (2026)

On Data-Driven Stochastic Output-Feedback Predictive Control
by: Pan, Guanru, et al.
Published: (2022)

Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants
by: Tan, Jianwei, et al.
Published: (2025)

Regularized Model Predictive Control
by: Nosrati, Komeil, et al.
Published: (2025)

Frequency-Domain Data-Driven Predictive Control
by: Meijer, T. J., et al.
Published: (2024)

Semi-Data-Driven Model Predictive Control: A Physics-Informed Data-Driven Control Approach
by: Zieglmeier, Sebastian, et al.
Published: (2025)

On the Effect of Quadratic Regularization in Direct Data-Driven LQR
by: Klädtke, Manuel, et al.
Published: (2026)

Robust Data-Driven Predictive Control for Unknown Linear Time-Invariant Systems
by: Hu, Kaijian, et al.
Published: (2024)

Kernel-Based Regularized Continuous-Time System Identification from Sampled Data
by: Fang, Xiaozhu, et al.
Published: (2024)

The Bias of Subspace-based Data-Driven Predictive Control
by: Moffat, Keith, et al.
Published: (2025)

Data-Driven Predictive Control with Adaptive Disturbance Attenuation for Constrained Systems
by: Li, Nan, et al.
Published: (2024)

Stability and Sensitivity Analysis for Objective Misspecifications Among Model Predictive Game Controllers
by: Yildirim, Ada, et al.
Published: (2026)

Noise Sensitivity of the Semidefinite Programs for Direct Data-Driven LQR
by: Zeng, Xiong, et al.
Published: (2024)

Optimal Data-Driven Prediction and Predictive Control using Signal Matrix Models
by: Smith, Roy S., et al.
Published: (2024)

From a Frequency-Domain Willems' Lemma to Data-Driven Predictive Control
by: Meijer, T. J., et al.
Published: (2025)

Stochastic Data-Driven Predictive Control with Equivalence to Stochastic MPC
by: Li, Ruiqi, et al.
Published: (2023)

Noise-Tolerant Hybrid Approach for Data-Driven Predictive Control
by: Mazare, Mahmood, et al.
Published: (2025)

Data-Driven Multi-Modal Learning Model Predictive Control
by: Kopp, Fionna B., et al.
Published: (2024)

RDS-DeePC: Robust Data Selection for Data-Enabled Predictive Control via Sensitivity Score
by: Li, Jiachen, et al.
Published: (2025)

On Kernel Design for Regularized Non-Causal System Identification
by: Fang, Xiaozhu, et al.
Published: (2023)

The Neuron as a Direct Data-Driven Controller
by: Moore, Jason, et al.
Published: (2024)

Secure Parameter Identification for Multi-Participant ARX Systems via CKKS Cryptosystem-Based Proxy Re-Encryption
by: Chen, Jialong, et al.
Published: (2025)