DocumentCode
2305434
Title
Directional intention identification for running control of an omni-directional walker
Author
Jiang, Yinlai ; Wang, Shuoyu
Author_Institution
Dept. of Intell. Mech. Syst. Eng., Kochi Univ. of Technol., Kochi, Japan
fYear
2010
fDate
18-23 July 2010
Firstpage
1
Lastpage
8
Abstract
Walking is a vital exercise for health promotion and a fundamental ability necessary for everyday life. In the authors´ previous studies, an omni-directional walker (ODW) has been developed for walking rehabilitation and walking support. In the case of walking support, it is necessary for the ODW to know which direction its user is intending to go according to the user´s manipulation. However, since the directional intention and physical manipulation of a user are not always consistent with each other, it is an important subject to identify the real directional intention from physical manipulation. In this paper, a method is proposed to recognize a user´s directional intention according to the pressures, which are measured by sensors embedded in the ODW´s armrest, from the user´s forearms. Firstly, the relationship between forearm pressure and directional intention was extracted as fuzzy rules. Then an algorithm is proposed for directional intention identification based on Distance-Type Fuzzy Reasoning Method (DTFRM). Finally, the effectiveness of the algorithm is verified by experiments, which show that reasoning results are consistent with the intended directions.
Keywords
fuzzy reasoning; medical robotics; mobile robots; motion control; path planning; directional intention identification; distance-type fuzzy reasoning method; forearm pressure; fuzzy rules; omnidirectional walker; running control; walking rehabilitation; walking support; Cognition; Force; Fuzzy reasoning; Fuzzy sets; Legged locomotion; Pressure measurement; Sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location
Barcelona
ISSN
1098-7584
Print_ISBN
978-1-4244-6919-2
Type
conf
DOI
10.1109/FUZZY.2010.5584211
Filename
5584211
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