DocumentCode
171667
Title
An application of the P300 event-related potential as a biometric
Author
Sicheng Wang ; Yih-Choung Yu ; Gabel, Lisa
Author_Institution
Dept. of Electr. & Comput. Eng., Lafayette Coll., Easton, PA, USA
fYear
2014
fDate
25-27 April 2014
Firstpage
1
Lastpage
2
Abstract
The use of brain wave patterns as a biometric is highly resistant to fraud. The ease of collecting P300 event-related potentials from most subjects also makes it a potential biometric for the general public. This paper proposes a method to use topological plots typical to the study of P300 as a biometric in individual identification and authentication. The variation in latency and location of P300 response across four subjects performing the P3Speller task was studied. The result shows that three out of four subjects could be identified, though the accuracy could be further improved with more individualized pre-processing measures.
Keywords
bioelectric potentials; electroencephalography; medical signal processing; P300 event-related potential; P3Speller task; biometrics; brain wave patterns; fraud resistance; individual authentication; individual identification; individualized preprocessing measures; topological plots; Authentication; Brain-computer interfaces; Correlation; Electric potential; Electroencephalography; Training; Visualization; 2D cross-correlation; BCI2000; P300 event-related potential; Signal processing; authentication; biometrics;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioengineering Conference (NEBEC), 2014 40th Annual Northeast
Conference_Location
Boston, MA
Type
conf
DOI
10.1109/NEBEC.2014.6972972
Filename
6972972
Link To Document