Variable LMS algorithms using the time constant concept

Two variable least mean square (LMS) algorithms using the simple time constant concept, variable step size LMS (VS-LMS) and variable length LMS (VL-LMS) algorithms, are proposed. In proposed variable LMS algorithms, the time constant, by which the step size is changed in the VS-LMS algorithm and the...

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Veröffentlicht in:	IEEE transactions on consumer electronics 1994-08, Vol.40 (3), p.655-661
Hauptverfasser:	Won, Y.K., Park, R.-H., Park, J.H., Lee, B.-U.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive filters Algorithm design and analysis Chaos Convergence Filtering algorithms HDTV Least squares approximation Performance analysis Stability Steady-state
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