EEG Biometrics Using Visual Stimuli: A Longitudinal Study

被引：63
作者：
Das, Rig [1 ]
Maiorana, Emanuele [1 ]
Campisi, Patrizio [1 ]
机构：
[1] Univ Rome Tre, Dept Engn, Sect Appl Elect, I-00146 Rome, Italy
来源：
IEEE SIGNAL PROCESSING LETTERS | 2016年 / 23卷 / 03期
关键词：
Biometrics; brain-computer interfaces; electroencephalography; RECOGNITION; PERMANENCE; SIGNALS;
D O I：
10.1109/LSP.2016.2516043
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this letter, we investigate the permanence issue of electroencephalographic (EEG) signals, elicited by visual stimuli, for biometric recognition purposes. Specifically, we evaluate the discriminative capabilities of generic visually-evoked potentials (VEPs) and of visual event-related potentials (ERPs) associated to specific cognitive tasks. Furthermore, we analyze the permanence issue of the considered EEG traits by verifying the stability across time of the achievable recognition rates. Experimental tests performed on a longitudinal database, comprising EEG data taken from 50 subjects during 3 different sessions, give evidence of the presence of repeatable discriminative characteristics in the individuals' EEG activity.
引用
收藏
页码：341 / 345
页数：5
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