Input Design for Continuous Time Output Error Models
Sign Up to like & getrecommendations! Published in 2019 at "Industrial & Engineering Chemistry Research"
DOI: 10.1021/acs.iecr.8b05036
Abstract: In this paper, the problem of input design for identification of continuous time output error models is considered. The input design problem is formulated as maximization of a measure of the Fisher Information Matrix, which… read more here.
Keywords: time output; problem; input design; output error ... See more keywords
Application-Oriented Input Design With Low Coherence Constraint
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DOI: 10.1109/lcsys.2022.3187319
Abstract: In optimal input design input sequences are typically generated without paying attention to the correlations between the regressors of the model to be estimated. In fact, in many cases high correlations are beneficial. This is… read more here.
Keywords: mutual coherence; coherence; input design; constraint ... See more keywords
Balancing Application Relevant and Sparsity Revealing Excitation in Input Design
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2024.3472168
Abstract: The maximum absolute correlation between regressors, which is called mutual coherence, plays an essential role in sparse estimation. A regressor matrix whose columns are highly correlated may result from optimal input design, since there is… read more here.
Keywords: input; mutual coherence; input design; sparse estimation ... See more keywords