Stability and Control of Uncertain Systems
Controlling a system becomes considerably harder when its model is imperfect, when sensors and actuators communicate over shared networks subject to delays and packet loss, or when the system abruptly switches between different operating modes. Researchers in this area develop mathematical frameworks—drawing on Lyapunov stability theory, robust optimization, and tools like H∞ synthesis and fuzzy logic—to certify that a controller will keep such systems safe and well-behaved despite these uncertainties. A central open challenge is designing controllers that are both provably stable and computationally light enough to run under tight communication constraints, which has led to growing interest in event-triggered schemes that transmit data only when genuinely necessary rather than on a fixed clock. Ongoing work is pushing these ideas toward large-scale networked and cyber-physical systems, where the interplay between distributed computation, heterogeneous delays, and adversarial disturbances raises questions that existing theory does not yet fully answer.
- Works
- 78,261
- Total citations
- 1,285,851
- Keywords
- Networked Control SystemsStability AnalysisEvent-Triggered ControlTime-Delay SystemsRobust ControlSwitched Systems
Top papers in Stability and Control of Uncertain Systems
Ordered by total citation count.
- Multivariable Feedback Control: Analysis and Design↗ 6,359
- Robust adaptive control↗ 5,706
- Stability of Time-Delay Systems↗ 5,536
- Robust and optimal control↗ 5,515
- Finite-Time Stability of Continuous Autonomous Systems↗ 5,356
- Markov Chains and Stochastic Stability↗ 5,216
- Nonlinear Feedback Design for Fixed-Time Stabilization of Linear Control Systems↗ 4,982OA
- Essentials of Robust Control↗ 3,842
- A Survey of Recent Results in Networked Control Systems↗ 3,800
- Higher-order sliding modes, differentiation and output-feedback control↗ 3,770
- Robust and optimal control↗ 3,729
- Singular Control Systems↗ 3,656
Active researchers
Top authors in this area, ranked by h-index.