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Search: WFRF:(Markusson Ola) > (2000)

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1.
  • Markusson, Ola, et al. (author)
  • Inversion of nonlinear stochastic models for parameter estimation
  • 2000
  • In: Proceedings of the IEEE Conference on Decision and Control. ; , s. 1591-1596
  • Conference paper (peer-reviewed)abstract
    • Prediction error and maximum likelihood estimation of nonlinear stochastic models requires inversion of the model, a step which may require substantial efforts, either in terms of manual calculations or through the use of software capable of symbolic computations. In this paper we show that model inversion can be easily implemented in numerical software such as, e.g., Simulink and Matrixx, by means of a feedback connection based on the model. We derive sufficient conditions for the existence of a stable causal inverse as well as sufficient conditions for the initial transient to decay. These conditions are given in terms of properties for a linear time-varying system associated with the nonlinear model. The method is illustrated on a numerical example.
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  • Result 1-2 of 2
Type of publication
conference paper (2)
Type of content
peer-reviewed (2)
Author/Editor
Markusson, Ola (2)
Hjalmarsson, Håkan (1)
Hjalmarsson, Håkan, ... (1)
University
Royal Institute of Technology (2)
Language
English (2)
Research subject (UKÄ/SCB)
Engineering and Technology (2)
Year
2000 (2)Undo refine

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