Uncertainty Learning for LTI Systems with Stability Guarantees
Author:
Affiliation:
1. Eindhoven University of Technology,Mechanical Engineering Department,Eindhoven,The Netherlands
2. Delft University of Technology,Delft Center for Systems and Control,Delft,The Netherlands
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10590709/10590710/10591011.pdf?arnumber=10591011
Reference18 articles.
1. Recurrent Equilibrium Networks: Flexible Dynamic Models with Guaranteed Stability and Robustness
2. Physics-Informed Machine Learning for Uncertainty Reduction in Time Response Reconstruction of a Dynamic System
3. Incorporating Unmodeled Dynamics Into First-Principles Models Through Machine Learning
4. Maximum likelihood identification of stable linear dynamical systems
5. Convex optimization in identification of stable non-linear state space models
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