Biometric Electrocardiogram Card for Access Control System

Zeng, Fufu; Tseng, Kuo-Kun; Zhao, Ming; Pan, Jeng-Shyang; Huang, Huang; Hsu, Chih‐Yu

doi:10.1109/icgec.2011.92

Cited by 6 publications

(3 citation statements)

References 5 publications

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“…A de-trended fluctuation analysis to quantify the correlation property in the non-stationary physiological time series was presented [ 31 ]. Our previous work for an ECG card access control system [ 32 ] focused on the architecture in ECG human identification.…”

Section: Related Studiesmentioning

confidence: 99%

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ECG Sensor Card with Evolving RBP Algorithms for Human Verification

Tseng

Huang²,

Zeng³

et al. 2015

Sensors

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It is known that cardiac and respiratory rhythms in electrocardiograms (ECGs) are highly nonlinear and non-stationary. As a result, most traditional time-domain algorithms are inadequate for characterizing the complex dynamics of the ECG. This paper proposes a new ECG sensor card and a statistical-based ECG algorithm, with the aid of a reduced binary pattern (RBP), with the aim of achieving faster ECG human identity recognition with high accuracy. The proposed algorithm has one advantage that previous ECG algorithms lack—the waveform complex information and de-noising preprocessing can be bypassed; therefore, it is more suitable for non-stationary ECG signals. Experimental results tested on two public ECG databases (MIT-BIH) from MIT University confirm that the proposed scheme is feasible with excellent accuracy, low complexity, and speedy processing. To be more specific, the advanced RBP algorithm achieves high accuracy in human identity recognition and is executed at least nine times faster than previous algorithms. Moreover, based on the test results from a long-term ECG database, the evolving RBP algorithm also demonstrates superior capability in handling long-term and non-stationary ECG signals.

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Section: Related Studiesmentioning

confidence: 99%

“…Due to implementation cost and accuracy issues, there is not yet a feasible application. In our previous work [ 32 ], we put this idea into practice and introduced a portable ECG card for access control. This small ECG card provides a cheap and convenient way to enhance door access security.…”

Section: System Architecture and Application Examplementioning

confidence: 99%

ECG Sensor Card with Evolving RBP Algorithms for Human Verification

Tseng

Huang²,

Zeng³

et al. 2015

Sensors

Self Cite

View full text Add to dashboard Cite

show abstract

“…Other modules, including SBLCDA4 LCD display, "JTAG" debugging module of Microprocessor. It had appreciable advantages including Low cost, Real time application for control access system, Prompt based ECG algorithm, Accurate result with user self-control [7]. Anil Jain et.al, the 2 sets of fingerprint images captured with inkless scanners.…”

Section: Literature Reviewmentioning

confidence: 99%

Comparison of biosignal Electrocardiography (ECG), Fingerprint and Iris as Biometrics authentication tool

Appaji

Suma²

2014

2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES)

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The Biometric recognition is an important parameter used for human identification and verification as there is increase of crime rate due to lack of security. The most widely used Biometrics are Fingerprint and Iris which are prone to errors mainly due to falsification. This paves the way for a need of novel Biometric Recognition. In this paper, a new approach for authentication is done using Electrocardiography (ECG) and compared with well proven Fingerprint and Iris is proposed. The algorithm is tested on all the three modalities, various performance parameters are computed. The False Rejection Rate (FRR) and False Acceptance Rate (FAR) are computed to determine the effectiveness of the proposed algorithm. It is found that certainly ECG can be used for authentication in environments where there less importance for security. However, it is suggested to use ECG with either

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Well proven and commercially available biometric technologies versus electrocardiogram: A review

Appaji¹

2014

International Conference on Circuits, Communication, Control and Computing

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Biometric Electrocardiogram Card for Access Control System

Cited by 6 publications

References 5 publications

ECG Sensor Card with Evolving RBP Algorithms for Human Verification

ECG Sensor Card with Evolving RBP Algorithms for Human Verification

Comparison of biosignal Electrocardiography (ECG), Fingerprint and Iris as Biometrics authentication tool

Well proven and commercially available biometric technologies versus electrocardiogram: A review

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