Stability and Control of Uncertain Systems
Controlling a system becomes significantly harder when the system's behavior is only partially known, when sensors and actuators communicate over shared networks, or when signals arrive late or out of order. Researchers in this area develop mathematical frameworks—drawing on tools like Lyapunov stability theory, H-infinity optimization, and fuzzy logic—to guarantee that a controller will keep a system safe and well-behaved even under uncertainty, delay, and communication constraints. A central challenge is designing event-triggered strategies that decide *when* to transmit data rather than doing so at fixed intervals, reducing network load without sacrificing stability guarantees. Open questions include how to handle switching between multiple system modes in a provably robust way, and how to scale distributed control methods to large networks where global information is unavailable.
- Works
- 77,677
- Total citations
- 1,280,770
- 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↗ 5,517
- Robust and optimal control↗ 5,515
- Finite-Time Stability of Continuous Autonomous Systems↗ 5,287
- Markov Chains and Stochastic Stability↗ 5,209
- Nonlinear Feedback Design for Fixed-Time Stabilization of Linear Control Systems↗ 4,847OA
- Essentials of Robust Control↗ 3,842
- A Survey of Recent Results in Networked Control Systems↗ 3,788
- Higher-order sliding modes, differentiation and output-feedback control↗ 3,742
- Robust and optimal control↗ 3,728
- Singular Control Systems↗ 3,651
Active researchers
Top authors in this area, ranked by h-index.