Title :
A study on gait recognition using LPC cepstrum for mobile terminal
Author :
Ichino, Masatsugu ; Kasahara, Hironori ; Yoshii, Hideki ; Tsurumaru, Kazuhiro ; Komatsu, Naohisa ; Katto, Jiro
Author_Institution :
Dept. of Inf., Univ. of Electro-Commun., Chofu, Japan
Abstract :
The use of mobile terminals has been expanding dramatically in recent years as they evolve from a means of dispatching and gathering information to a highly functional tool that supports personal lifestyles and behavior. A mobile terminal is likely to store various kinds of personal information such as a calendar and contact information as well as key data to carry out online transactions. Losing one´s mobile terminal therefore creates the possibility that one´s personal information may fall into the wrong hands and be used for malicious purposes. We therefore propose a method of personal authentication using sensor data in a mobile terminal. First, we applied the LPC cepstrum to this authentication and checked for validity. We also evaluated the effectiveness of gait authentication using several frames.
Keywords :
computer network security; message authentication; mobile computing; LPC cepstrum; calendar information; contact information; gait recognition; malicious purposes; mobile terminal; online transactions; personal authentication; personal behavior; personal lifestyles; sensor data; Acceleration; Authentication; Cepstrum; Feature extraction; Gait recognition; Legged locomotion; Mobile communication;
Conference_Titel :
Computer and Information Science (ICIS), 2013 IEEE/ACIS 12th International Conference on
Conference_Location :
Niigata
DOI :
10.1109/ICIS.2013.6607809