Title :
Adaptive Estimation of Friction Forces under a Sector Condition
Author :
Mitsunaga, Kouichi ; Matsuo, Takami
Author_Institution :
Oita Inst. of Technol., Oita
Abstract :
In this paper, we design an adaptive observer to estimate the nonlinear friction model with the position measurement. An adaptive observer is designed to estimate the nonlinear friction force with full-states measurement. The nonlinear friction is approximated by the fuzzy basis function expansion. An incremental sector condition as in Putra et al. are assumed. Moreover, we introduce an adaptive differential filter to estimates the velocity.
Keywords :
adaptive estimation; adaptive filters; friction; fuzzy set theory; nonlinear control systems; observers; adaptive differential filter; adaptive estimation; adaptive observer; friction forces; fuzzy basis function expansion; nonlinear friction force; nonlinear friction model; position measurement; Adaptive estimation; Adaptive filters; Control engineering; Force measurement; Friction; Kinetic theory; Mechatronics; Position measurement; Steady-state; Velocity measurement;
Conference_Titel :
Innovative Computing, Information and Control, 2007. ICICIC '07. Second International Conference on
Conference_Location :
Kumamoto
Print_ISBN :
0-7695-2882-1
DOI :
10.1109/ICICIC.2007.111