Creator:

Śliwiński, Przemysław

Contributor:

Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.

Title:

On-line wavelet estimation of hammerstein system nonlinearity

Group publication title:

AMCS, Volume 20 (2010)

Subject and Keywords:

Hammerstein systems ; on-line nonparametric identification ; wavelet estimates ; convergence analysis

Abstract:

A new algorithm for nonparametric wavelet estimation of Hammerstein system nonlinearity is proposed. The algorithm works in the on-line regime (viz., past measurements are not available) and offers a convenient uniform routine for onlinearity estimation at an arbitrary point and at any moment of the identification process. The pointwise convergence of the estimate to locally bounded nonlinearities and the rate of this convergence are both established.

Publisher:

Zielona Góra: Uniwersytet Zielonogórski

Date:

2010

Resource Type:

artykuł

DOI:

10.2478/v10006-010-0038-y

Pages:

513-523

Source:

AMCS, Volume 20, Number 3 (2010) ; click here to follow the link

Language:

eng

Rights:

Biblioteka Uniwersytetu Zielonogórskiego