DocumentCode
589816
Title
Fingerprint-fingervein multimodal biometric authentication system in field programmable gate array
Author
Moganeshwaran, R. ; Hani, M. Khalil ; Suhaini, M. Annuar
Author_Institution
VLSI-eCAD Res. Lab., Univ. Teknol. Malaysia, Skudai, Malaysia
fYear
2012
fDate
3-4 Oct. 2012
Firstpage
237
Lastpage
242
Abstract
This paper discusses the System-on-Chip (SOC) Field Programmable Gate Array (FPGA) based implementation of multimodal biometric authentication. Multimodal biometric can solve several problems related to the unimodal biometric authentication such as accuracy problem due to noisy data acquisition, biometric spoofing, and non-universality of the biometric traits. Moreover, significant accuracy improvement is difficult to achieve on a unimodal biometric authentication system and the complexity of the improvement process is not suitable for low powered embedded system implementation. By adjusting certain part of each biometric system modal, the complex processing unit can be eliminated allowing for embedded system implementation. Although the accuracy of each biometric system modal will be affected, the fusion of the biometric information will overcome the problem. Furthermore, the need for portable personal authentication has led this research to explore the multimodal biometric authentication in embedded system in which the system is developed in a resource constrained environment. As the first step, fingerprint and fingervein are used as biometric traits and the whole process is implemented in SOC FPGA and executed by general purpose embedded processor in which the biometric information fusion strategy applies at the matching score level. The accuracy of the system is promising with an Error Equal Rate (EER) of 0.33%.
Keywords
embedded systems; error statistics; field programmable gate arrays; fingerprint identification; low-power electronics; system-on-chip; FPGA; SOC; biometric information fusion strategy; biometric spoofing; biometric traits; complex processing unit; error equal rate; field programmable gate arrays; fingerprint fingervein multimodal biometric authentication system; general purpose embedded processor; low powered embedded system; matching score level; noisy data acquisition; portable personal authentication; system-on-chip; unimodal biometric authentication; Accuracy; Authentication; Biometrics (access control); Embedded systems; Feature extraction; Fingerprint recognition; System-on-a-chip; FPGA; SOC; embedded system; fingerprint; fingervein; multimodal biometrics;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ICCAS), 2012 IEEE International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4673-3117-3
Electronic_ISBN
978-1-4673-3118-0
Type
conf
DOI
10.1109/ICCircuitsAndSystems.2012.6408317
Filename
6408317
Link To Document