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Model quality evaluation in set membership identification
Automatica, 1997The authors consider identification of causal, single-output, linear time-invariant, discrete-time systems, which do not necessarily belong to the model class used. This case leads to a nonstandard set membership identification problem. The quality evaluation of different model classes is measured by the conditional radius of information, which is a ...
GIARRÈ, Laura +2 more
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Probabilistic Set-Membership Approach for Robust Regression
Journal of Statistical Theory and Practice, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Improved parameter bounds for set‐membership EIV problems
International Journal of Adaptive Control and Signal Processing, 2010AbstractIn this paper, we consider the set‐membership error‐in‐variables identification problem, that is the identification of linear dynamic systems when output and input measurements are corrupted by bounded noise. A new approach for the computation of parameters uncertainty intervals is presented.
CERONE, Vito +2 more
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Weighted Average Errors in Set-Membership Estimation
Mathematics of Control, Signals, and Systems (MCSS), 2003The author considers the average behavior of estimation algorithms based on corrupted information, with values in a subspace of the problem element space. The paper deals with an optimal algorithm and derives exact error formulae in Euclidean norms in problem element and information spaces.
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Set-membership identification of resampled signals
2013 IEEE International Workshop on Information Forensics and Security (WIFS), 2013The problem of resampling factor estimation as a means for tampering detection has been largely investigated. Most of the existing techniques rely on the analysis of cyclic correlations induced in the resampled signal. However, in this paper, a new direction is explored by addressing the same problem in terms of the set-membership estimation theory ...
Vazquez-Padin D. +2 more
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H-infinity Set Membership Identification: a survey
2004Robustness had become in past years a central issue in system and control theory, focusing the attention of researchers from the study of a single model to the investigation of a set of models, described by a set of perturbations of a "nominal" model.
MILANESE M., TARAGNA, MICHELE
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