Latest Research in Adaptive Control of Nonlinear Systems

Top Research Topics in Adaptive Control of Nonlinear Systems

• Adaptive Control of Nonlinear Systems — 8 papers
• Systems and Control — 6 papers
• Optimization and Control — 2 papers
• Control Systems and Identification — 2 papers
• Stability and Controllability of Differential Equations — 1 papers
• Artificial Intelligence — 1 papers
• Fault Detection and Control Systems — 1 papers
• Stability and Control of Uncertain Systems — 1 papers
• Adaptive Dynamic Programming Control — 1 papers
• Iterative Learning Control Systems — 1 papers

Highest-Cited Papers

1. Topological Feasibility Guarantees for Differentiable Predictive Control
2. Matched Disturbance Rejection for Port-Hamiltonian Systems with Coupled Dynamics
3. On the Observability and Controllability of Leaky-ReLU Networks
4. A Game-Theoretic Characterization of Feedback Capability for Fully Coupled Vector-Valued Nonparametric Systems
5. Simultaneous Local ARMA Identification and Data-Driven Model Predictive Control Persistent Excitation, Eventual Exact Recovery, and Asymptotic Output Regulation
6. Linear Stochastic Systems with i.i.d. uncertainties: Exact Covariance Characterization, Stability Analysis and State-feedback Design
7. Asymptotic tracking control for deferred full-state constrained nonlinear systems based on shifting function and exponential Lyapunov function
8. Adaptive Fuzzy Control Without Feasibility Conditions for Fractional-Order Nonlinear State-Constrained Systems: A Bounded Virtual Controller Design Method
9. Stabilization of Acoustic Model With Generalized Positive Definite Kernel
10. Shielding for Higher-Order Safety
11. Adaptive Neural Network‐Based Fixed‐Time Control of Stochastic High‐Order Nonlinear Systems With Unmodeled Dynamics and Multiple Time‐Varying Delays
12. Composite adaptive exponential fault-tolerant control for large-scale nonlinear systems with input saturation and actuator/sensor faults
13. Stability analysis of hybrid integrator-gain systems using linear programming
14. Data-driven safe optimal control for constrained nonlinear systems: a convergent iterative Q-learning approach
15. Data-Driven Formal Methods for Complex Dynamical Systems: A Survey
16. Minimax adaptive control for finite sets of positive linear systems
17. Hierarchical Least Squares and Hierarchical Multi‐Innovation Least Squares Identification for Multivariable ARX Systems Based on the Coupled Identification Model
18. Data-Driven Stability and Performance Analysis of Lurye Systems
19. Adaptive Prescribed‐Time Control for Nonlinear Systems With Triggered States
20. Composite Prescribed‐Time Filtered Performance Control for a Constrained Nonlinear System With Time‐Varying Actuator Fault