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System identification

Known as: Identification, Model identification, System id 
The field of system identification uses statistical methods to build mathematical models of dynamical systems from measured data. System… 
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Papers overview

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Highly Cited
2012
Highly Cited
2012
System identification is a general term used to describe mathematical tools and algorithms that build dynamical models from… 
Highly Cited
2009
Highly Cited
2009
We propose a new approach to adaptive system identification when the system model is sparse. The approach applies ℓ1 relaxation… 
Highly Cited
2006
Highly Cited
2006
* Introduction * Elements of System Theory * Mathematical Model of an Aircraft * Outline of Estimation Theory * Regression… 
Review
2001
Review
2001
This paper reviews stochastic system identification methods that have been used to estimate the modal parameters of vibrating… 
Review
1994
Review
1994
The problem of identification, i.e., of finding a good mathematical model from data, is an important issue in many branches of… 
Highly Cited
1992
Highly Cited
1992
It is shown how genetic algorithms can be applied for system identification of both continuous and discrete time systems. It is… 
Highly Cited
1990
Highly Cited
1990
Multi-layered neural networks offer an exciting alternative for modelling complex non-linear systems. This paper investigates the… 
Review
1974
Review
1974
The history of the development of statistical hypothesis testing in time series analysis is reviewed briefly and it is pointed… 
Highly Cited
1974
Highly Cited
1974
System identification: parameter and state estimation , System identification: parameter and state estimation… 
Highly Cited
1967
Highly Cited
1967
A method for system identification is proposed which is based on the error-correcting training procedure in learning machines…