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Continuous-Time Identification

Johansson, Rolf LU (2002) In Control Systems, Robotics and Automation, Encyclopedia of Life Support Systems (EOLSS), Developed under the auspices of the UNESCO
Abstract
This chapter considers the problem of estimation of the transfer function of a continuous-time dynamic system in the presence of colored noise. Whereas parameter estimation can be made by means of a discrete-time maximum-likelihood algorithm, an operator transformation permits a continuous-time model parameterization. The method is useful in cases where it is important to estimate the coefficients of a continuous-time transfer function and to maintain a physical interpretation of the transfer function results.
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author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
Feedback, Laplace transform, Sampled Data, Time-invariant systems, Transfer function, Frequency response, Continuous-time systems
in
Control Systems, Robotics and Automation, Encyclopedia of Life Support Systems (EOLSS), Developed under the auspices of the UNESCO
editor
Unbehauen, Heinz
publisher
Eolss Publishing CO. Ltd.
language
English
LU publication?
yes
id
245c60a7-2a85-4b56-89a9-5453a5eb18d5 (old id 537579)
alternative location
http://www.eolss.net/
date added to LUP
2007-09-26 09:48:28
date last changed
2016-04-16 08:30:44
@inbook{245c60a7-2a85-4b56-89a9-5453a5eb18d5,
  abstract     = {This chapter considers the problem of estimation of the transfer function of a continuous-time dynamic system in the presence of colored noise. Whereas parameter estimation can be made by means of a discrete-time maximum-likelihood algorithm, an operator transformation permits a continuous-time model parameterization. The method is useful in cases where it is important to estimate the coefficients of a continuous-time transfer function and to maintain a physical interpretation of the transfer function results.},
  author       = {Johansson, Rolf},
  editor       = {Unbehauen, Heinz},
  keyword      = {Feedback,Laplace transform,Sampled Data,Time-invariant systems,Transfer function,Frequency response,Continuous-time systems},
  language     = {eng},
  publisher    = {Eolss Publishing CO. Ltd.},
  series       = {Control Systems, Robotics and Automation, Encyclopedia of Life Support Systems (EOLSS), Developed under the auspices of the UNESCO},
  title        = {Continuous-Time Identification},
  year         = {2002},
}