Data-Driven Output Prediction and Control of Stochastic Systems: An Innovation-Based Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yibo, You, Keyou, Huang, Dexian, Shang, Chao |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach
by: Wang, Yibo, et al.
Published: (2023)
by: Wang, Yibo, et al.
Published: (2023)
Causality-Informed Data-Driven Predictive Control
by: Sader, Malika, et al.
Published: (2023)
by: Sader, Malika, et al.
Published: (2023)
On Min-Max Robust Data-Driven Predictive Control Considering Non-Unique Solutions to Behavioral Representation
by: Wang, Yibo, et al.
Published: (2025)
by: Wang, Yibo, et al.
Published: (2025)
Direct Data-Driven Linear Quadratic Tracking via Policy Optimization
by: Kang, Shubo, et al.
Published: (2026)
by: Kang, Shubo, et al.
Published: (2026)
On Data-Driven Stochastic Output-Feedback Predictive Control
by: Pan, Guanru, et al.
Published: (2022)
by: Pan, Guanru, et al.
Published: (2022)
Direct Adaptive Control of Grid-Connected Power Converters via Output-Feedback Data-Enabled Policy Optimization
by: Zhao, Feiran, et al.
Published: (2024)
by: Zhao, Feiran, et al.
Published: (2024)
ReLU Networks for Model Predictive Control: Network Complexity and Performance Guarantees
by: Li, Xingchen, et al.
Published: (2026)
by: Li, Xingchen, et al.
Published: (2026)
Data-Driven Output-Based Approach to the Output Regulation Problem of Unknown Linear Systems via Value Iteration
by: Lin, Haoyan, et al.
Published: (2026)
by: Lin, Haoyan, et al.
Published: (2026)
From Data to Predictive Control: A Framework for Stochastic Linear Systems with Output Measurements
by: Balim, Haldun, et al.
Published: (2024)
by: Balim, Haldun, et al.
Published: (2024)
Linear Convergence of Data-Enabled Policy Optimization for Linear Quadratic Tracking
by: Kang, Shubo, et al.
Published: (2024)
by: Kang, Shubo, et al.
Published: (2024)
A New Approach to the Data-Driven Output-Based LQR Problem of Continuous-Time Linear Systems
by: Lin, Liquan, et al.
Published: (2025)
by: Lin, Liquan, et al.
Published: (2025)
Reliably Learn to Trim Multiparametric Quadratic Programs via Constraint Removal
by: Hou, Zhinan, et al.
Published: (2024)
by: Hou, Zhinan, et al.
Published: (2024)
Policy Gradient Methods for the Cost-Constrained LQR: Strong Duality and Global Convergence
by: Zhao, Feiran, et al.
Published: (2024)
by: Zhao, Feiran, et al.
Published: (2024)
Data-Driven Analysis and Predictive Control of Descriptor Systems with Application to Power and Water Networks
by: Zhang, Yuan, et al.
Published: (2025)
by: Zhang, Yuan, et al.
Published: (2025)
Heterogeneous Stochastic Momentum ADMM for Distributed Nonconvex Composite Optimization
by: Zhang, Yangming, et al.
Published: (2026)
by: Zhang, Yangming, et al.
Published: (2026)
Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR
by: Zhao, Feiran, et al.
Published: (2024)
by: Zhao, Feiran, et al.
Published: (2024)
Asynchronous Parallel Policy Gradient Methods for the Linear Quadratic Regulator
by: Sha, Xingyu, et al.
Published: (2024)
by: Sha, Xingyu, et al.
Published: (2024)
Tube-Based Robust Data-Driven Predictive Control
by: Wang, Chi, et al.
Published: (2026)
by: Wang, Chi, et al.
Published: (2026)
Data-Driven Stochastic Distribution System Hardening Based on Bayesian Online Learning
by: Shi, Wenlong, et al.
Published: (2025)
by: Shi, Wenlong, et al.
Published: (2025)
An Efficient Data-Driven Framework for Linear Quadratic Output Feedback Control
by: Xie, Jun, et al.
Published: (2025)
by: Xie, Jun, et al.
Published: (2025)
Data-Driven Output Regulation via Internal Model Principle
by: Lin, Liquan, et al.
Published: (2024)
by: Lin, Liquan, et al.
Published: (2024)
Data-Driven Cooperative Output Regulation via Distributed Internal Model
by: Lin, Liquan, et al.
Published: (2025)
by: Lin, Liquan, et al.
Published: (2025)
Stochastic Data-Driven Predictive Control: Chance-Constraint Satisfaction with Identified Multi-step Predictors
by: Balim, Haldun, et al.
Published: (2024)
by: Balim, Haldun, et al.
Published: (2024)
Data-Driven Predictive Control with Adaptive Disturbance Attenuation for Constrained Systems
by: Li, Nan, et al.
Published: (2024)
by: Li, Nan, et al.
Published: (2024)
Decentralized Robust Data-driven Predictive Control for Smoothing Mixed Traffic Flow
by: Shang, Xu, et al.
Published: (2024)
by: Shang, Xu, et al.
Published: (2024)
Stabilizing Optimal Control for Nonlinear Stochastic Systems: A Parametric Gradient-Based Approach
by: Ito, Yuji, et al.
Published: (2025)
by: Ito, Yuji, et al.
Published: (2025)
Regularization in Data-driven Predictive Control: A Convex Relaxation Perspective
by: Shang, Xu, et al.
Published: (2025)
by: Shang, Xu, et al.
Published: (2025)
Data-Driven Linear Quadratic Control Using Output-Feedback via Non-Minimal Realization
by: Li, Weijian, et al.
Published: (2026)
by: Li, Weijian, et al.
Published: (2026)
Output-Feedback Controller Synthesis for Dissipativity and $H_2$ Performance of Autoregressive Systems from Noisy Input-Output Data
by: Kristović, Pietro, et al.
Published: (2026)
by: Kristović, Pietro, et al.
Published: (2026)
Loopless Proximal Riemannian Gradient EXTRA for Distributed Optimization on Compact Manifolds
by: Xiong, Yongyang, et al.
Published: (2026)
by: Xiong, Yongyang, et al.
Published: (2026)
Adaptive Polyak Stepsize with Level-value Adjustment for Distributed Optimization
by: Ouyang, Chen, et al.
Published: (2026)
by: Ouyang, Chen, et al.
Published: (2026)
IQC-Based Output-Feedback Control of LPV Systems with Time-Varying Input Delays
by: Wu, Fen
Published: (2026)
by: Wu, Fen
Published: (2026)
Data-Driven Tube-Based Zonotopic Predictive Control With Nonconvex Layered Terminal Sets
by: Zhang, Zhen, et al.
Published: (2026)
by: Zhang, Zhen, et al.
Published: (2026)
Stabilizing Rate of Stochastic Control Systems
by: Jia, Hui, et al.
Published: (2025)
by: Jia, Hui, et al.
Published: (2025)
Second-Order Sampling-Based Stability Guarantee for Data-Driven Control Systems
by: Ito, Yuji, et al.
Published: (2017)
by: Ito, Yuji, et al.
Published: (2017)
Ensemble Control for Stochastic Systems with Asymmetric Laplace Noises
by: Yu, Yajie, et al.
Published: (2024)
by: Yu, Yajie, et al.
Published: (2024)
A Stochastic-Optimization-Based Adaptive-Sampling Scheme for Data-Driven Stability Analysis of Switched Linear Systems
by: Vuille, Alexis, et al.
Published: (2025)
by: Vuille, Alexis, et al.
Published: (2025)
Compressed Proximal Federated Learning for Non-Convex Composite Optimization on Heterogeneous Data
by: Qiu, Pu, et al.
Published: (2026)
by: Qiu, Pu, et al.
Published: (2026)
Data-Enabled Predictive Control for Nonlinear Systems Based on a Koopman Bilinear Realization
by: Xiong, Zuxun, et al.
Published: (2025)
by: Xiong, Zuxun, et al.
Published: (2025)
Robust Out-of-Distribution Stochastic Optimization
by: Li, Xianyu, et al.
Published: (2026)
by: Li, Xianyu, et al.
Published: (2026)
Similar Items
-
Data-Driven Predictive Control Using Closed-Loop Data: An Instrumental Variable Approach
by: Wang, Yibo, et al.
Published: (2023) -
Causality-Informed Data-Driven Predictive Control
by: Sader, Malika, et al.
Published: (2023) -
On Min-Max Robust Data-Driven Predictive Control Considering Non-Unique Solutions to Behavioral Representation
by: Wang, Yibo, et al.
Published: (2025) -
Direct Data-Driven Linear Quadratic Tracking via Policy Optimization
by: Kang, Shubo, et al.
Published: (2026) -
On Data-Driven Stochastic Output-Feedback Predictive Control
by: Pan, Guanru, et al.
Published: (2022)