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Development of lie detector using photoplethysmogram signal

Shariff, Nur Amirah and Sidek, Khairul Azami and A. Zainudin, Nur Najihah and Abd Malik, Noreha (2019) Development of lie detector using photoplethysmogram signal. In: Lecture Notes on Advanced Research in Engineering and Information Technology II. Malaysia Technical Scientist Association, Ayer Keroh, Melaka, pp. 91-97.

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Abstract

This study investigates the feasibility of a lie detector based on Photoplethysmograph (PPG) signal. Lie detector records physiological change of a subject under Guilty Knowledge Test (GKT). This study involved 6 subjects of age range between 23 and 24 years. Real time PPG signals were captured from a sensor that is capable of measuring the blood pressure and oxygen saturation with the help of Arduino microcontroller. The outcomes were obtained during interview session after sub-jects undergo mock crime scenario. Detailed analysis of PPG data and classification techniques shows lower results of standard deviation, peaks difference and Cardiod area calculations correspond to lie conditions. The experimental results demonstrate that PPG signal have great potential to be used as a lie detector by providing high classification performance.

Item Type: Book Chapter
Additional Information: 4698/77879
Uncontrolled Keywords: Blood pressure; Guilty Knowledge Test; Lie detector; Photoplethysmogram (PPG)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button): Kulliyyah of Engineering
Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User: Assoc Prof Dr Khairul Azami Sidek
Date Deposited: 28 Jan 2020 09:48
Last Modified: 28 Jan 2020 09:57
URI: http://irep.iium.edu.my/id/eprint/77879

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