Novel walking assist device based on generic human motion tracking criteria
Kamal Mohy El Dine, Chuan Yang, Takahiro Nozaki, Toshiyuki Murakami
- 发表年份
- 2016
- 引用次数
- 5
摘要
Replacing nurses and caregivers by human-friendly robots is drawing the attention of the next generation for elderly people assistance and those with special needs. However, the human-machine cooperative control is still a key challenge in this domain. This paper presents a new approach for walking assist control that uses Inertial Measurement Units (IMUs) fixed on elderly people's body to track their posture and estimate its Center Of Mass (COM) and Zero-Moment Point (ZMP) motions to be used by a differential mobile robot that synchronize with the user's walking motion. Furthermore, a manipulator mounted on the mobile device to support the users from their back, help them walk, and assist in dangerous situations. In this study, the walking is divided into phases according to the falling index defined, and the impedance of the manipulator is changed based on the stability of the situation. Experiments of the walking assist control were carried out, and by their results the validity of the proposed approach is confirmed and the fall avoidance is realized.
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