In this article we introduce a new concept, structural identifiability, which plays a central role in identification problems. The concept is useful when answering questions such as: To what extent is it possible to get insight into the internal structure of a system from input-output measurements? What experiments are necessary in order to determine the internal couplings uniquely? The definition of the concept of an identifiable structure is given. Criteria as well as certain identifiable structures are discussed. Particular emphasis is given to compartmental models
Under certain controllability and observability restrictions, two different parameterisations for a ...
Recent advances in small and cheap communication and sensing have opened up for large scale systems ...
The six-chamber cardiovascular system model of Burkhoff and Tyberg has been used in several theoreti...
We may attempt to encapsulate what we know about a physical system by a model structure, S. This col...
In biology and mathematics compartmental systems are frequently used. System identification of syste...
4 pages, 1 figureA parameter is structurally identifiable if its value can theoretically be estimate...
A prerequisite for a well-posed inference problem is that there exists a unique solution for any giv...
A number of inconsistencies, misunderstandings and ambiguities have arisen in the recent literature ...
The notion of identifiability addresses the question of whether it is at all possible to obtain uniq...
In biology and mathematics compartmental systems are frequently used. System identification of syste...
<p>Further refinements are possible: in some cases more complete solutions may be obtained by re-run...
A methodology is presented to investigate global identifiability within a class of structural model...
Analysing the properties of a biological system through in silico experimentation requires a satisfa...
International audienceThis paper deals with the identification of large-scale systems that can be de...
In this paper, we address the problem of assessing the identifiability of model parameters in a mech...
Under certain controllability and observability restrictions, two different parameterisations for a ...
Recent advances in small and cheap communication and sensing have opened up for large scale systems ...
The six-chamber cardiovascular system model of Burkhoff and Tyberg has been used in several theoreti...
We may attempt to encapsulate what we know about a physical system by a model structure, S. This col...
In biology and mathematics compartmental systems are frequently used. System identification of syste...
4 pages, 1 figureA parameter is structurally identifiable if its value can theoretically be estimate...
A prerequisite for a well-posed inference problem is that there exists a unique solution for any giv...
A number of inconsistencies, misunderstandings and ambiguities have arisen in the recent literature ...
The notion of identifiability addresses the question of whether it is at all possible to obtain uniq...
In biology and mathematics compartmental systems are frequently used. System identification of syste...
<p>Further refinements are possible: in some cases more complete solutions may be obtained by re-run...
A methodology is presented to investigate global identifiability within a class of structural model...
Analysing the properties of a biological system through in silico experimentation requires a satisfa...
International audienceThis paper deals with the identification of large-scale systems that can be de...
In this paper, we address the problem of assessing the identifiability of model parameters in a mech...
Under certain controllability and observability restrictions, two different parameterisations for a ...
Recent advances in small and cheap communication and sensing have opened up for large scale systems ...
The six-chamber cardiovascular system model of Burkhoff and Tyberg has been used in several theoreti...