Title :
An intent-based control approach for an intelligent mobility aid
Author :
Zhou, Wuxiao ; Xu, Li ; Yang, Jie
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
A prototype of an intelligent mobility aid, ZJU Walker, is designed to help the elderly walk easily, safely and independently. This paper proposes a control approach based on walking intent to control the motion of ZJU Walker. Walking intent is described in a 3D intent space which consists of directional intent, pace intent and rotary intent. Extraction of walking intent from a user´s operations on the handles is implemented by the nearest neighbor algorithm. An intent-based user-oriented dynamic model is employed to activate a smooth control and to meet a user´s requirements in the different stages of motion. Experimental results are presented to show the validity of the proposed control approach.
Keywords :
geriatrics; handicapped aids; learning (artificial intelligence); mobile robots; motion control; ZJU Walker; assistive robots; directional intent; intelligent mobility aid; intent-based control approach; intent-based user-oriented dynamic model; nearest neighbor algorithm; pace intent; rotary intent; Automatic control; Intelligent robots; Legged locomotion; Mobile robots; Motion control; Nearest neighbor searches; Prototypes; Robot control; Robotics and automation; Senior citizens; assistive robots; mobility aid; nearest neighbor algorithm; walking intent;
Conference_Titel :
Informatics in Control, Automation and Robotics (CAR), 2010 2nd International Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5192-0
Electronic_ISBN :
1948-3414
DOI :
10.1109/CAR.2010.5456618