DocumentCode
2377597
Title
Foot age estimation for fall-prevention using sole pressure by fuzzy logic
Author
Takeda, Takahiro ; Sakai, Yoshitada ; Kuramoto, Kei ; Kobashi, Syoji ; Ishikawa, Tomomoto ; Hata, Yutaka
Author_Institution
Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
769
Lastpage
774
Abstract
This paper describes a foot age estimation system using fuzzy logic. The method employs sole pressure distribution change data. The sole pressure data is acquired by a mat type load distribution sensor. The proposed method extracts step length, step center of sole pressure width, distance of single support period and time of double support period as gait features. The fuzzy degrees for young age, middle age and elderly groups are calculated from these gait features. The foot age of the walking person on the sensor is estimated by fuzzy MIN-MAX center of gravity method. In the experiment, the proposed method estimated subject ages with good correlation coefficient.
Keywords
fuzzy logic; fuzzy set theory; handicapped aids; minimax techniques; sensors; fall prevention; foot age estimation; fuzzy MIN-MAX center of gravity method; fuzzy logic; mat type load distribution sensor; sole pressure distribution change data; Correlation; Estimation; Feature extraction; Foot; Fuzzy logic; Legged locomotion; Senior citizens; Load distribution sensor; age estimation; fuzzy logic; gait analysis; walking;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6083745
Filename
6083745
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