Title :
Adaptive identification of continuous-time MIMO state-space models
Author :
Chouaib Afri;Laurent Bako;Vincent Andrieu;Pascal Dufour
Author_Institution :
Université
Abstract :
This paper studies the problem of identifying linear continuous-time state-space models from input-output measurements. An adaptive identifier is developed for the online estimation of both the state and the model parameters in a deterministic framework. Our approach is a non parametric one in the sense that it provides an arbitrary realization of the system. It relies on ideas from the subspace identification literature and adaptive observer.
Keywords :
"MIMO","Biological system modeling","State-space methods","Estimation","Adaptation models","Computational modeling","Mathematical model"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7403110