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
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;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083745