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Novel analysis technique for a brain biometric system

Navin Gupta, C., Palaniappan, Ramaswamy, Swaminathan, S. (2008) Novel analysis technique for a brain biometric system. International Journal of Medical Engineering and Informatics, 1 (2). pp. 266-273. ISSN 1755-0653. (doi:10.1504/IJMEI.2008.020754) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. (Contact us about this Publication)
Official URL
http://dx.doi.org/10.1504/IJMEI.2008.020754

Abstract

We present various techniques to detect a target in an oddball paradigm. These techniques are presented with reference to two P300 paradigms being studied to build a biometric system using electroencephalogram (EEG) signals. The novel inblock paradigm presented in this paper proposes a possible variant to the known oddball paradigm and analyses the effect of spatial location of the target block with respect to the non-target block. It brings out a new approach in the oddball paradigm, wherein location of the target might help evoke a higher P300 potential. A comparison of the various analysis techniques studied for both the paradigms is also presented. Initial results from four subjects show that energy analysis gave improved results than the traditional amplitude analysis techniques for target detection in the studied oddball paradigms. The results were comparable for all subjects except for one subject where energy analysis provided better target detection, suggesting that energy based methods could be further explored. This proposed novel paradigm is a step towards the online brain biometric system which is being built for authentication in high security scenarios. © 2008 Inderscience Enterprises Ltd.

Item Type: Article
DOI/Identification number: 10.1504/IJMEI.2008.020754
Additional information: Unmapped bibliographic data: LA - English [Field not mapped to EPrints] J2 - Int. J. Med. Eng. Inf. [Field not mapped to EPrints] AD - Department of Computing and Electronic Systems, University of Essex, Wivenhoe Park, Colchester CO4 3SQ, United Kingdom [Field not mapped to EPrints] AD - School of Electrical and Electronic Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798, Singapore [Field not mapped to EPrints] DB - Scopus [Field not mapped to EPrints] M3 - Article [Field not mapped to EPrints]
Uncontrolled keywords: authentication system, brain biometrics, brain computer interface, Donchin paradigm, electroencephalography, oddball paradigm, P300 band, visual evoked potential
Divisions: Faculties > Sciences > School of Computing > Data Science
Depositing User: Palaniappan Ramaswamy
Date Deposited: 12 Dec 2018 22:28 UTC
Last Modified: 30 May 2019 08:29 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/70719 (The current URI for this page, for reference purposes)
Palaniappan, Ramaswamy: https://orcid.org/0000-0001-5296-8396
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