Name
Title | ||
|---|---|---|
Fuzzy Sliding Mode Control Of A Multi-Dof Parallel Robot In Rehabilitation Environment |
Abstract | ||
|---|---|---|
Multi-degrees of freedom (DOF) parallel robot, due to its compact structure and high operation accuracy, is a promising candidate for medical rehabilitation devices. However, its controllability relating to the nonlinear characteristics challenges its interaction with human subjects during the rehabilitation process. In this paper, we investigated the control of a parallel robot system using fuzzy sliding mode control (FSMC) for constructing a simple controller in practical rehabilitation, where a fuzzy logic system was used as the additional compensator to the sliding mode controller (SMC) for performance enhancement and chattering elimination. The system stability is guaranteed by the Lyapunov stability theorem. Experiments were conducted on a lower limb rehabilitation robot, which was built based on kinematics and dynamics analysis of the 6-DOF Stewart platform. The experimental results showed that the position tracking precision of the proposed FSMC is sufficient in practical applications, while the velocity chattering had been effectively reduced in comparison with the conventional FSMC with parameters tuned by fuzzy systems. |
Year | DOI | Venue |
|---|---|---|
2014 | 10.1142/S0219843614500042 | INTERNATIONAL JOURNAL OF HUMANOID ROBOTICS |
Keywords | Field | DocType |
Multi-DOF parallel robot, fuzzy sliding mode control, rehabilitation | Parallel manipulator,Control theory,Nonlinear system,Kinematics,Controllability,Computer science,Simulation,Lyapunov stability,Fuzzy control system,Stewart platform | Journal |
Volume | Issue | ISSN |
11 | 1 | 0219-8436 |
Citations | PageRank | References |
3 | 0.40 | 15 |
Authors | ||
5 | ||