80 search results - page 1 / 16 » On resampling and uncertainty estimation in Linear System Id... |
AUTOMATICA
2010
13 years 4 months ago
2010
Linear System Identification yields a nominal model parameter, which minimizes a specific criterion based on the single inputoutput data set. Here we investigate the utility of va...
AUTOMATICA
2010
13 years 4 months ago
2010
This paper addresses robust deconvolution filtering when the system and noise dynamics are obtained by parametric system identification. Consistent with standard identification me...
ICASSP
2010
IEEE
13 years 3 months ago
2010
IEEE
Least-squares estimation has always been the main approach when applying prediction error methods (PEM) in the identification of linear dynamical systems. Regardless of the estim...
CDC
2009
IEEE
13 years 8 months ago
2009
IEEE
We consider a mixed linear system model, with both continuous and discrete inputs and outputs, described by a coefficient matrix and a set of noise variances. When the discrete inp...
AUTOMATICA
2010
13 years 4 months ago
2010
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...