INVESTIGADORES
REY VEGA Leonardo Javier
artículos
Título:
Stability analysis of a large family of adaptive filters
Autor/es:
LEONARDO REY VEGA; HERNÁN REY; JACOB BENESTY
Revista:
SIGNAL PROCESSING
Editorial:
ELSEVIER SCIENCE BV
Referencias:
Lugar: Amsterdam; Año: 2011 vol. 91 p. 2091 - 2100
ISSN:
0165-1684
Resumen:
We present a unified framework to analyze the mean and mean-square stability of alarge class of adaptive filters. We do this without obtaining a full transient model,allowing us to acquire sufficient conditions on the stability without assuming a givenstatistical distribution for the input regressors. We also apply the proposed frameworkto some popular adaptive filtering schemes, showing that in some cases the sufficientconditions derived are very tight and even necessary too.
