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URI:
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http://hdl.handle.net/2042/1649
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Title:
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7 - LK norm adaptive transversal filters |
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Author:
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FIGUEIRAS-VIDAL (A. R.); PAEZ-BORRALLO (J. M.); GARCIA GOMEZ (R.); HERNANDEZ-GOMEZ (L. A.)
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Abstract:
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Analyse complète de filtres transversaux adaptatifs avec norme LK pour l'identification des systèmes. Cet analyse permet d'établir les conditions générales de convergence |
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Description:
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A whole family of Lk norm adaptive transversal filters is introduced and analyzed, in the context of plant
identification, under hypotheses that are validated by simulation results . The analysis allows to establish general
convergence conditions and to compare the performance of the elements of the family from the point of view of
their speed of convergence-degree of convergence (final residual error variance) compromise ; the results of these
comparisons depend on the plant noise distribution characteristics . The deterministic optimization of the adaption
step is also formulated and evaluated by means of simulation . Finally, open research lines in this area are
indicated. |
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Subject:
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Filtre électrique; Filtre adaptatif; Optimisation; Identification; Filtre transversal; Bruit; Algorithme; Méthode moindre carré |
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Publisher:
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GRETSI, Saint Martin d'Hères, France |
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Date:
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1987 |
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