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» Identification of linear systems with nonlinear distortions
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CDC
2010
IEEE
155views Control Systems» more  CDC 2010»
13 years 3 months ago
Linear parametric noise models for Least Squares Support Vector Machines
In the identification of nonlinear dynamical models it may happen that not only the system dynamics have to be modeled but also the noise has a dynamic character. We show how to ad...
Tillmann Falck, Johan A. K. Suykens, Bart De Moor
CDC
2010
IEEE
101views Control Systems» more  CDC 2010»
13 years 3 months ago
Identification of mixed linear/nonlinear state-space models
The primary contribution of this paper is an algorithm capable of identifying parameters in certain mixed linear/nonlinear state-space models, containing conditionally linear Gauss...
Fredrik Lindsten, Thomas B. Schön
IJCNN
2006
IEEE
14 years 2 months ago
Echo State Networks for Determining Harmonic Contributions from Nonlinear Loads
—This paper investigates the application of a new kind of recurrent neural network called Echo State Networks (ESNs) for the problem of measuring the actual amount of harmonic cu...
Joy Mazumdar, Ganesh K. Venayagamoorthy, Ronald G....
AUTOMATICA
2008
93views more  AUTOMATICA 2008»
13 years 8 months ago
An LFT approach to parameter estimation
In this paper we consider a unified framework for parameter estimation problems which arise in a system identification context. In this framework, the parameters to be estimated a...
Kenneth Hsu, Tyrone L. Vincent, Greg Wolodkin, Sun...
3DIM
1999
IEEE
14 years 9 days ago
Calibration of a Laser Stripe Profiler
The calibration of a laser stripe profiler consisting of a laser stripe projector, camera, and linear motion table is considered. A nonlinear system model is used which accommodat...
Alan M. McIvor