Geometrical error compensation of precision motion systems using radial basis function

Citation
Kk. Tan et al., Geometrical error compensation of precision motion systems using radial basis function, IEEE INSTR, 49(5), 2000, pp. 984-991
Citations number
16
Categorie Soggetti
Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
ISSN journal
00189456 → ACNP
Volume
49
Issue
5
Year of publication
2000
Pages
984 - 991
Database
ISI
SICI code
0018-9456(200010)49:5<984:GECOPM>2.0.ZU;2-M
Abstract
This paper describes a new method for geometrical error compensation of pre cision motion systems. The compensation is carried out with respect to an o verall geometrical error model which is constructed from the individual err or components associated with each axis of the machine. These error compone nts are modeled using radial basis functions (RBFs), thus dispensing with t he conventional look-up table. The adequacy and clear benefits of the propo sed approach are illustrated from an application to an XY table.