Development of lie detector using photoplethysmogram signal

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...

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Main Authors:	Shariff, Nur Amirah, Sidek, Khairul Azami, A. Zainudin, Nur Najihah, Abd Malik, Noreha
Format:	Book Chapter
Language:	English
Published:	Malaysia Technical Scientist Association 2019
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/77879/ http://irep.iium.edu.my/77879/ http://irep.iium.edu.my/77879/7/77879%20Development%20of%20Lie%20Detector.pdf

id	iium-77879
recordtype	eprints
spelling	iium-778792020-01-28T01:57:47Z http://irep.iium.edu.my/77879/ Development of lie detector using photoplethysmogram signal Shariff, Nur Amirah Sidek, Khairul Azami A. Zainudin, Nur Najihah Abd Malik, Noreha TK7885 Computer engineering 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. Malaysia Technical Scientist Association 2019 Book Chapter PeerReviewed application/pdf en http://irep.iium.edu.my/77879/7/77879%20Development%20of%20Lie%20Detector.pdf 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. https://maltesas.my/msys/explore/pubs/1562832735/1562832735_Article_1564560774.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Shariff, Nur Amirah Sidek, Khairul Azami A. Zainudin, Nur Najihah Abd Malik, Noreha Development of lie detector using photoplethysmogram signal
description	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.
format	Book Chapter
author	Shariff, Nur Amirah Sidek, Khairul Azami A. Zainudin, Nur Najihah Abd Malik, Noreha
author_facet	Shariff, Nur Amirah Sidek, Khairul Azami A. Zainudin, Nur Najihah Abd Malik, Noreha
author_sort	Shariff, Nur Amirah
title	Development of lie detector using photoplethysmogram signal
title_short	Development of lie detector using photoplethysmogram signal
title_full	Development of lie detector using photoplethysmogram signal
title_fullStr	Development of lie detector using photoplethysmogram signal
title_full_unstemmed	Development of lie detector using photoplethysmogram signal
title_sort	development of lie detector using photoplethysmogram signal
publisher	Malaysia Technical Scientist Association
publishDate	2019
url	http://irep.iium.edu.my/77879/ http://irep.iium.edu.my/77879/ http://irep.iium.edu.my/77879/7/77879%20Development%20of%20Lie%20Detector.pdf
first_indexed	2023-09-18T21:49:48Z
last_indexed	2023-09-18T21:49:48Z
_version_	1777413692923576320

Development of lie detector using photoplethysmogram signal

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