DocumentCode
1606652
Title
Transfer function identification of a single flexible link via adaptive lattice filters
Author
Nikolakopoulos, George ; Koveos, Yannis ; Tzes, Anthony
Author_Institution
Dept. of Electr. & Comput. Eng., Patras Univ., Greece
Volume
3
fYear
2004
Firstpage
1468
Abstract
In this paper an approach using adaptive lattice filters (ALF) for the identification of the transfer function of a single flexible link is presented. The efficacy of the ALF in estimating the system´s order is investigated in a series of experimental studies. The link´s dynamics are altered through the introduction of various payloads, which result in a shift of its natural frequencies. Due to the effects of the finite sampling frequency, the corrupting noise and the limited duration of the experimental task, the identified order can vary through the experiment. The ALF estimates the system´s order as well as the lattice parameters of the underlying model.
Keywords
adaptive filters; flexible manipulators; lattice filters; transfer functions; adaptive lattice filters; sampling frequency; single flexible link; system order estimation; transfer function identification; Adaptive filters; Adaptive systems; Frequency estimation; Lattices; Manipulators; Payloads; Robots; Sampling methods; Transfer functions; Transversal filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology, 2004. IEEE ICIT '04. 2004 IEEE International Conference on
Print_ISBN
0-7803-8662-0
Type
conf
DOI
10.1109/ICIT.2004.1490780
Filename
1490780
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