Authors
Hisaaki Yamaba, So Nagatomo, Kentaro Aburada, Shinichiro Kubota, Tetsuro
Katayama, Mirang Park, Naonobu Okazaki
Corresponding Author
Hisaaki Yamaba
Available Online 1 June 2015.
DOI
https://doi.org/10.2991/jrnal.2015.2.1.14
Keywords
mobile device, user authentication, shoulder surfing, electromyogram
Abstract
At the present time, mobile devices such as tablet-type PCs and smart phones
have widely penetrated into our daily lives. Therefore, an authentication
method that prevents shoulder surfing is needed. We are investigating a
new user authentication method for mobile devices that uses surface electromyogram
(s-EMG) signals, not screen touching. The s-EMG signals, which are generated
by the electrical activity of muscle fibers during contraction, are detected
over the skin surface. Muscle movement can be differentiated by analyzing
the s-EMG. In this paper, a series of experiments was carried out to investigate
the prospect of an authentication method using s-EMGs. Specifically, several
gestures of the wrist were introduced, and the s-EMGs generated for each
motion pattern were measured. We compared the s-EMG patterns generated
by each subject with the patterns generated by other subjects. As a result,
it was found that each subject has similar patterns that are different
from those of other subjects. Thus, s-EMGs can be used to confirm one’s
identification for authenticating passwords on touchscreen devices.
Copyright
© 2013, the Authors. Published by ALife Robotics Corp. Ltd..
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).