DocumentCode :
257077
Title :
Identification of directional intention for a wheelchair robot using a distance fuzzy reasoning algorithm
Author :
Yina Wang ; Shuoyu Wang
Author_Institution :
Dept. of Syst. Eng., Kochi Univ. of Technol., Kochi, Japan
fYear :
2014
fDate :
10-12 Aug. 2014
Firstpage :
260
Lastpage :
263
Abstract :
To keep and ease daily activities for the people with walking disability, a wheelchair robot has been developed in the authors´ lab. A joystick was designed for the user to manipulate the motion of robot. However, it is not convenient for the user to manipulate the joystick and conduct the daily activity concurrently. Therefore, in this paper, a novel method which can recognize the user´s directional intention is proposed based on a distance-type fuzzy reasoning method. Firstly the fuzzy knowledge base is collected by experiments based on the fact that directional intention of the user has the relevance with the seating pressure distribution exerted to the seat of the robot. Then, the fuzzy if-then rules are constructed based on the collected fuzzy knowledge, and a distance-type fuzzy reasoning method is proposed to identify the directional intention of user using current seating pressures. Finally, the effectiveness of the proposed method is validated by experiments.
Keywords :
fuzzy control; fuzzy reasoning; knowledge based systems; medical control systems; mobile robots; motion control; wheelchairs; daily activity; directional intention identification; distance fuzzy reasoning algorithm; distance-type fuzzy reasoning method; fuzzy if-then rules; fuzzy knowledge; fuzzy knowledge base; joystick; robot motion; seating pressure distribution; walking disability; wheelchair robot; Force sensors; Fuzzy reasoning; Legged locomotion; Robot sensing systems; Wheelchairs; directional intention identification; distance-type fuzzy reasoning; wheelchair robot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2014 International Conference on
Conference_Location :
Kumamoto
Type :
conf
DOI :
10.1109/ICAMechS.2014.6911661
Filename :
6911661
Link To Document :
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