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A statistical learning approach to subspace identification of dynamical systems
Published on Feb 4, 20256748 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