arxiveess.SY2026-07-08
Uniform High-Probability ISS Tubes for Sampled-Data State Estimation
State estimates used in sampled monitoring and automation need bounds that remain valid between measurements. We develop a finite-horizon input-to-state-stability tube and observer co-design framework for continuous-time observers driven by sampled and held outputs. The sampled-d…