AI & ML
A New Parametric Uncertainty Approach to Systems with Time-Varying Delay and Feedback Stabilization
arXiv eess.SY0 views
arXiv:2610.37354v1 Announce Type: new Abstract: Delay Differential Equations (DDEs) with an uncertain time-varying state delay are often modeled as a feedback interconnection of a nominal time-invariant system with a time-varying uncertainty operator. However, typical choices of uncertainty operators do not admit tight characterizations of input-output properties. In this paper, we propose a new representation of a DDE with time-varying delay system as a feedback interconnection of a nominal fixed delay DDE with a time-varying multiplicative parametric uncertainty operator, where the parameter is bounded in $L_\infty$ norms -- yielding an operator norm bound on the uncertainty. We then provide a modified uncertainty representation which uses the $L_2$ norm of the parameter to bound the operator norm of the uncertainty. Finally, we show that by representing the nominal system using Partial Integral Equations (PIEs), these characterizations of the uncertainty operator can be used for stability analysis or stabilizing feedback controller synthesis. The effectiveness of the approach is illustrated with simple numerical examples.
Source:https://arxiv.org/abs/2610.37354PreviousProbabilistic Sequential Safety for Stochastic Dynamical SystemsNextJoint Antenna Positioning and Pilot Power Allocation for Uplink Fluid Antenna-Aided Cell-Free Massive MIMO Systems
Related posts
Building an Agent Evaluation CI/CD Pipeline: Architecture, Budgets, and Regression Gates
0dev.to Testing
Truncado silencioso: cuando un verificador de LLM da el mismo puntaje a una respuesta correcta y a una incorrecta
0dev.to Testing
Your CI is red because of code you didn't write
0dev.to OpenSource
Summer 2026 Internships: 8 New Openings This Week (Nov 2)
0dev.to Programming
Ruby Receptionist Alternatives: 5 Options Compared (2026)
0dev.to Programming
Why coding agents break prompt caching (and how to fix it)
0dev.to Programming