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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… Expand
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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… Expand
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Highly Cited
2010
Highly Cited
2010
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse… Expand
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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… Expand
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Highly Cited
2009
Highly Cited
2009
In order to improve the performance of least mean square (LMS) based system identification of sparse systems, a new adaptive… Expand
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Highly Cited
2007
Highly Cited
2007
Preface 1. Introduction 2. Linear algebra 3. Discrete-time signals and systems 4. Random variables and signals 5. Kalman… Expand
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Highly Cited
2006
Highly Cited
2006
* Introduction * Elements of System Theory * Mathematical Model of an Aircraft * Outline of Estimation Theory * Regression… Expand
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Highly Cited
1994
Highly Cited
1994
1. Introduction. 2. Time-Domain Models. 3. Frequency-Domain Models. 4. Frequency Response Functions. 5. System Realization. 6… Expand
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Highly Cited
1990
Highly Cited
1990
Multi-layered neural networks offer an exciting alternative for modelling complex non-linear systems. This paper investigates the… Expand
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Highly Cited
1987
Highly Cited
1987
Das Buch behandelt die Systemidentifizierung in dem theoretischen Bereich, der direkte Auswirkungen auf Verstaendnis und… Expand
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Highly Cited
1974
Highly Cited
1974
System identification: parameter and state estimation , System identification: parameter and state estimation… Expand
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