Kernel Based Identification of Systems with Multiple Outputs Using Nuclear Norm Regularization
published: Aug. 26, 2013, recorded: July 2013, views: 3179
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This contribution introduces a novel identification scheme for nonlinear systems with multiple outputs based on nuclear norm regularization. A kernel based formulation is derived in a primal-dual setting. Then the model representation in terms of the kernel function is established.
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