Non-asymptotic confidence regions for model parameters in the presence of unmodelled dynamics

Marco C Campi; Sangho Ko; Erik Weyer

Conference Proceedings

Non-asymptotic confidence regions for model parameters in the presence of unmodelled dynamics

Marco C Campi, Sangho Ko, Erik Weyer

PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14 | IEEE | Published : 2007

University of Melbourne Researchers

Erik Weyer Author Electrical and Electronic Engineering

Related Projects (1)

MODEL QUALITY EVALUATION FROM FINITE DATA SETS

Models of dynamical systems are used in many areas of science and engineering. There will always be uncertainties associated with a model, a..

Grants

Awarded by Australian Research Council

Funding Acknowledgements

This research of M. C. Campi was supported by MIUR under the project Identification and Adaptive Control for Industrial Systems. The research of S. Ko and E. Weyer was support by the Australian Research Council under the Discovery Grant Scheme, Project DP0558579.

Keywords

Engineering

Engineering, Electrical & Electronic

Computer Science

Automation & Control Systems

Science & Technology

Generalized Orthonormal Basis

System-Identification

Technology

Computer Science, Artificial Intelligence