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A statistical learning approach to subspace identification of dynamical systems
Published on 2007-02-256748 Views
Among the different approaches to identification of linear dynamical systems, subspace identification has become increasingly popular in the last decade. The reasons are the algorithmic simplicity tha
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Presentation
A statistical learning approach to subspace identification of dynamical systems00:00
Warning! work in progress…00:07
Overview00:16
Dynamical systems00:57
State space representation02:28
Subspace identification for linear systems06:01
Regularized subspace identification13:00
Kernel version for nonlinear systems14:05
Preliminary experiments16:38
Further work17:07
Thanks!18:06