학술논문

Research on Fuzzy Adaptive Impedance Control of Lower Extremity Exoskeleton
Document Type
Conference
Source
2019 IEEE International Conference on Mechatronics and Automation (ICMA) Mechatronics and Automation (ICMA), 2019 IEEE International Conference on. :939-944 Aug, 2019
Subject
Bioengineering
Components, Circuits, Devices and Systems
Robotics and Control Systems
Signal Processing and Analysis
Exoskeletons
Impedance
Heuristic algorithms
Fuzzy control
Dynamics
Mathematical model
Robots
adaptive impedance control
dynamical model
fuzzy control
impedance control
Language
ISSN
2152-744X
Abstract
A adaptive impedance control algorithm based on fuzzy control for a human-powered augmentation lower exoskeleton is presented. The exoskeleton system architecture is introduced first, which is divided into three parts including the mechanical subsystem, the sensing subsystem and the control subsystem. By using Lagrangian method, the inverse dynamics model of one-leg swing is established and the control effect of impedance parameters is studied. And then, a adaptive impedance control algorithm, including fuzzy logic control theory and the structure of fuzzy controller, is proposed. The effectiveness of the control algorithm is verified simulation experiment