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Audiobooks & Video Training Nonlinear state and parameter estimation of spatially distributed systems

Posted on 2010-11-24




Name:Audiobooks & Video Training Nonlinear state and parameter estimation of spatially distributed systems
ASIN/ISBN:3866443706
Publisher:Kit Scientific Publishing
Publish Date:2009
Pages:178 pages
File size:20.8 Mb
Publisher: Kit Scientific Publishing
Publish Date: 2009
ISBN: 3866443706
File Type: PDF
Pages: 178 pages
File Size: 20.8 MB
   Audiobooks & Video Training Nonlinear state and parameter estimation of spatially distributed systems

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Felix Sawo, "Nonlinear state and parameter estimation of spatially distributed systems"

Abstract: In this thesis two probabilistic model-based estimators are introduced that allow the reconstruction and identification of space-time continuous physical systems. The Sliced Gaussian Mixture Filter (SGMF) exploits linear substructures in mixed linear/nonlinear systems, and thus is well-suited for identifying various model parameters. The Covariance Bounds Filter (CBF) allows the efficient estimation of widely distributed systems in a decentralized fashion.

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