DocumentCode
3287233
Title
Gradient-descent based trajectory planning for regulation of a two-link flexible robotic arm
Author
Oke, Gulay ; Istefanopulos, Yorgo
Author_Institution
Dept. of Electr. & Electron. Eng., Bogazici Univ., Istanbul, Turkey
Volume
2
fYear
2001
fDate
2001
Firstpage
948
Abstract
In the control of flexible manipulators, most work in the literature concentrates on the suppression of link deformations. In this study, the aim is not to suppress the deflections, but to calculate joint angles to minimize the tip position error. A gradient descent method is utilized off-line for the trajectory planning of a two-link flexible manipulator under gravity. Fuzzy logic control with gravity compensation is applied for the position control of the manipulator where the reference inputs are the values of the joint angles as determined by the trajectory planning procedure. Simulations have been carried out to show the performance of both the trajectory planning method and of the fuzzy controller in a regulation problem. Results are illustrated both in the joint space and in the operational space
Keywords
compensation; flexible manipulators; fuzzy control; gradient methods; optimal control; path planning; flexible manipulators; fuzzy controller; fuzzy logic control; gradient descent method; gradient-descent based trajectory planning; gravity compensation; joint angle calculation; position control; tip position error minimization; trajectory planning; two-link flexible manipulator; two-link flexible robotic arm regulation; Fuzzy logic; Gravity; Linear feedback control systems; Manipulators; Optimal control; Position control; Robots; Sliding mode control; State feedback; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics, 2001. Proceedings. 2001 IEEE/ASME International Conference on
Conference_Location
Como
Print_ISBN
0-7803-6736-7
Type
conf
DOI
10.1109/AIM.2001.936807
Filename
936807
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