Reference : Results towards identifiability properties of biochemical reaction networks
Scientific congresses and symposiums : Paper published in a book
Engineering, computing & technology : Multidisciplinary, general & others
http://hdl.handle.net/2268/12474
Results towards identifiability properties of biochemical reaction networks
English
Farina, Marcello [> > > >]
Findeisen, Rolf [> > > >]
Bullinger, Eric mailto [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Méthodes computationnelles pour la biologie systémique >]
Bittanti, Sergio [> > > >]
Allgöwer, Frank [> > > >]
Wellstead, Peter [> > > >]
Dec-2006
Proc. of the 45th IEEE Conference on Decision and Control, San Diego, USA
IEEE
2104–2109
Yes
No
International
1-4244-0171-2
45th IEEE Conf. on Decision and Control
from 13-12-2006 to 15-12-2006
San Diego
USA
[en] In this paper we consider the question of parameter identifiability for biochemical reaction networks, as typically encountered in systems biology. Specifically, we are interested in deriving conditions on the biochemical reaction network and on the measured outputs that guarantee identifiability of the parameters. Taking the specific system structure of biochemical reaction networks into account, we derive sufficient conditions for local parameter identifiability based on a suitable system expansion which does not any more directly depend on the parameters. Rather, as shown, the problem of identifiability can be recast as the question of observability of the (parameter free) expanded system. The conditions derived are exemplified considering a simple example
Researchers
http://hdl.handle.net/2268/12474
10.1109/CDC.2006.376925

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