Observer-based predictor for a SIR model with delays
Systems and Control
2021-08-05 v1 Systems and Control
Dynamical Systems
Optimization and Control
Abstract
We propose an observer for a SIR epidemic model. The observer is then uplifted into a predictor to compensate for time delays in the input and the output. Tuning criteria are given for tuning gains of the predictor, while the estimation-error stability is ensured using Lyapunov-Krasovskii functionals. The predictor's performance is evaluated in combination with a time-optimal control. We show that the predictor nearly recovers the performance level of the delay-free system.
Keywords
Cite
@article{arxiv.2010.12106,
title = {Observer-based predictor for a SIR model with delays},
author = {Sabine Mondié and Fernando Castaños},
journal= {arXiv preprint arXiv:2010.12106},
year = {2021}
}