Title :
On Convex Variable Step-Size algorithm implementation
Author :
Rusu, Corneliu ; Cowan, Colin F. N.
Author_Institution :
Tampere Int. Center for Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
In this paper we derive a new design of the Convex Variable Step-Size (CVSS) algorithm, based on measurements obtained with LMS algorithm. Computer simulations are provided to support the proposed approach.
Keywords :
least mean squares methods; signal processing; CVSS algorithm; LMS algorithm; computer simulations; convex variable step-size algorithm implementation; Algorithm design and analysis; Convergence; Cost function; Least squares approximations; Signal processing; Signal processing algorithms; Vectors;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1
