Title :
Low-cost and high efficiency robust adaptive control of artificial arms
Author :
Zhang, Mengmeng ; Song, Y.D.
Author_Institution :
Center for Intell. Syst. & Renewable Energy, Beijing Jiaotong Univ., Beijing, China
Abstract :
The problem of the artificial arm control is studied in this paper. Because of its complexity in mechanical structure and analytical model, artificial arm control is non-trivial and the resultant control schemes normally turns out to be quite complicated, demanding heavy computations. In this paper, a structurally simple and computationally inexpensive robust adaptive control is designed and applied to artificial arms. Various nonlinear impacts arisen from coupling nonlinearities and dynamic uncertainties in the model are addressed in control design. Simulation results are presented to show the performance of the robust adaptive control.
Keywords :
adaptive control; artificial limbs; control system synthesis; dexterous manipulators; manipulator dynamics; nonlinear control systems; robust control; analytical model; artificial arm control; computationally inexpensive robust adaptive control; control design; coupling nonlinearities; dynamic uncertainties; high efficiency robust adaptive control; mechanical structure; nonlinear impacts; resultant control schemes; Adaptation models; Adaptive control; Artificial limbs; Joints; Manipulators; Robustness; Artificial arm; Low-cost and High Efficiency; Nonlinear System; Robust Adaptive Control;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244168