Modélisation parcimonieuse non linéaire en ligne par une méthode à noyau reproduisant et un critère de cohérence

Abstract

In this article, we consider non-linear and non-stationary system identification with kernel-based methods. Such techniques require model order control, both for sparse result and online applications. For this purpose, we consider the coherence criterion, initially introduced by the sparse decomposition community. This parameter gives new insights into the… (More)

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