Title :
A robotic exoskeleton for lower limb rehabilitation controlled by central pattern generator
Author :
Jianxin Fang ; Yong Ren ; Dingguo Zhang
Author_Institution :
State Key Lab. of Mech. Syst. & Vibration, Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
A robotic exoskeleton system of lower extremity controlled by central pattern generators (CPGs) was developed for physical rehabilitation of paraplegic patients. The exoskeleton system has two degrees of freedom for each limb to assist motion of hip and knee joints with help of a body weight support device. Mechanical design of the exoskeleton considering ergonomics adopted some regulation mechanisms for a more comfortable human-machine interaction. The CPG network was designed as the controller, and provided natural gait patterns for users wearing the exoskeleton. Relevant parameters of CPG were off-line tuned using the Genetic Algorithm (GA). For evaluating this rehabilitation platform, three healthy subjects participated in a preliminary experiment and the results showed good performance of the exoskeleton system.
Keywords :
control engineering computing; control system synthesis; gait analysis; genetic algorithms; human computer interaction; medical robotics; motion control; patient rehabilitation; prosthetics; CPG network; body weight support device; central pattern generator; controller design; ergonomics; gait pattern; genetic algorithm; hip joint motion; human-machine interaction; knee joint motion; lower extremity; lower limb rehabilitation; mechanical design; paraplegic patient; physical rehabilitation; regulation mechanism; rehabilitation platform; robotic exoskeleton system; Exoskeletons; Hip; Joints; Knee; Oscillators; Robots;
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
DOI :
10.1109/ROBIO.2014.7090432