Convergence analysis of clipped input adaptive filters applied to system identification

One of the efficient solutions for the identification of long finite-impulse response systems is the three-level clipped input LMS/RLS (CLMS/CRLS) adaptive filter. In this paper, we first derive the convergence behavior of the CLMS and CRLS algorithms for both time-invariant and time-varying system...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Bekrani, M., Khong, A. W. H.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Adaptive filter Clipping Convergence rate Misalignment System identification
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!