DocumentCode
3411581
Title
Gait Authentication using a wearable sensor
Author
Terada, Shuhei ; Enomoto, Yoshihide ; Hanawa, D. ; Oguchi, Kimio
Author_Institution
Inf. Networking Lab., Seikei Univ., Tokyo, Japan
fYear
2011
fDate
3-5 Aug. 2011
Firstpage
1
Lastpage
3
Abstract
ICT and MEMS technology are becoming pervasive. Therefore, wearable sensors are receiving a lot of attention. This raises the feasibility of various sensor-based services. This paper introduces a gait authentication method based on wearable sensors. We capture gait data from a wearable sensor and analyze personal gait characteristics on the basis of the data obtained. We propose and evaluate an authentication algorithm. Results confirm that when the threshold value was 18.4, EER was 23.1%.
Keywords
accelerometers; biometrics (access control); data handling; gait analysis; EER; ICT technology; MEMS technology; authentication algorithm; gait authentication method; gait data; personal gait characteristics; pervasive technology; sensor-based services; threshold value; wearable sensor; Acceleration; Angular velocity; Authentication; Biomedical engineering; Error analysis; Wearable sensors; acceleration sensor; authentication; biometric; gait; gyroscope;
fLanguage
English
Publisher
ieee
Conference_Titel
Defense Science Research Conference and Expo (DSR), 2011
Conference_Location
Singapore
Print_ISBN
978-1-4244-9276-3
Type
conf
DOI
10.1109/DSR.2011.6026807
Filename
6026807
Link To Document