Trajectory Tracking Impedance Controller in 6-DoF Lower-Limb Exoskeleton for Over-Ground Walking Training: Preliminary Results
Rafhael M. Andrade, Stefano Sapienza, Eric Fabara, Paolo Bonato
- 发表年份
- 2021
- 引用次数
- 20
摘要
Rehabilitation strategies based on robotic systems, like lower-limb exoskeletons, is expected to reduce the burden of locomotor impairment in patients with neurological diseases. In this work, we present the preliminary results of a trajectory tracking impedance control method applied to the ExoRoboWalker, a six degree-of-freedom (DoF) exoskeleton. The wearable robot was developed as an over-ground gait trainer to aid children and young adults with Cerebral Palsy (CP) achieve physiological gait patterns. The experiments were carried out in three healthy adults walking over-ground with the system working in three different modes: First, with the exoskeleton’s motors unpowered, to assess the system’s backdrivability, user-robot interaction and subject gait pattern; second, with the exoskeleton working in "transparent" mode; and finally, with the system working with the proposed impedance controller. As expected, when the exoskeleton is unpowered, the system presents low backdrivability, thereby resulting in high user-robot interaction torques and a nonphysiological gait pattern. However, the results show that the system was able to partially restore the subjects gait pattern and reduce the user-robot interaction torque when set in "transparent" mode. Finally, while working with the trajectory tracking impedance controller, the ExoRoboWalker was able to guide the subject through a target trajectory. This is the first step towards use the system as an over-ground gait trainer in CP population.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002