no code implementations • 23 Oct 2023 • Hamza El-Kebir, Richard Berlin, Joseph Bentsman, Melkior Ornik
In this work, we solve the problem of quantifying and mitigating control authority degradation in real time.
no code implementations • 23 Jan 2023 • Hamza El-Kebir, Junren Ran, Yongseok Lee, Leonardo P. Chamorro, Martin Ostoja-Starzewski, Richard Berlin, Gabriela M. Aguiluz Cornejo, Enrico Benedetti, Pier C. Giulianotti, Joseph Bentsman
This framework addresses the problem of estimating tissue-specific thermodynamics in real-time, which would enable accurate prediction of thermal damage impact to the tissue and damage-conscious planning of electrosurgical procedures.
no code implementations • 1 Nov 2022 • Hamza El-Kebir, Junren Ran, Martin Ostoja-Starzewski, Richard Berlin, Joseph Bentsman, Leonardo P. Chamorro
We introduce a novel approach to decoupled parameter adaptation and estimation, wherein the parameter estimation can run in real-time, while the observer loop runs on a slower time scale.