Title :
Convergence properties of nonlinear functional link adaptive filters
Author :
Comminiello, Danilo ; Scarpiniti, Michele ; Parisi, Raffaele ; Uncini, Aurelio
Author_Institution :
Dept. of Inf. Eng., Electron. & Telecommun. (DIET), Sapienza Univ. of Rome, Rome, Italy
Abstract :
The analysis of some convergence properties of a recent class of nonlinear adaptive filters, known as `functional link adaptive filters´ (FLAFs) is aimed at. In particular, a convergence stability range is derived for nonlinear FLAFs using trigonometric series expansion.
Keywords :
adaptive filters; nonlinear filters; functional link adaptive filters; nonlinear adaptive filters; trigonometric series expansion;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2012.4329
