Title :
Variable data-window-size recursive least-squares algorithm for dynamic system identification
Author :
Hyeonwoo Cho ; Son-Cheol Yu
Author_Institution :
Dept. of Creative IT Eng., POSTECH, Pohang, South Korea
Abstract :
A variable data-window size for the recursive least-squares algorithm is proposed. Using the window-size selection criterion, the window size can be suitably adjusted for the conditions of the system parameters to be estimated.
Keywords :
identification; least mean squares methods; RLS; dynamic system identification; system parameters; variable data-window-size recursive least-squares algorithm; window-size selection criterion;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2014.3251
