LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT

In the 20th Century, the advancement in technology has sparked interest for scientist in researching further on the methods of detecting lies. One of the most popular methods which is the polygraph has now been replaced with a new approach, which is the P300-based Guilty Knowledge Test (GKT). The...

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Main Author: Mohd Rashid, Ahmad Syauqi
Format: Final Year Project
Language: English
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-utpedia.22809 /
Published: Universiti Teknologi PETRONAS 2017
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access: http://utpedia.utp.edu.my/22809/1/AHMAD%20SYAUQI_15979_DISSERTATION.pdf
http://utpedia.utp.edu.my/22809/
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id utp-utpedia.22809
recordtype eprints
spelling utp-utpedia.228092022-02-27T04:30:59Z http://utpedia.utp.edu.my/22809/ LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT Mohd Rashid, Ahmad Syauqi TK Electrical engineering. Electronics Nuclear engineering In the 20th Century, the advancement in technology has sparked interest for scientist in researching further on the methods of detecting lies. One of the most popular methods which is the polygraph has now been replaced with a new approach, which is the P300-based Guilty Knowledge Test (GKT). The purpose of this study is to introduce a new approach in the P300-based GKT by researching on the possible methods for performing this sort of test and combining the elements which can yield a more positive yet accurate result. For the evaluation of the methods which are being introduced in this study, several subjects undergo the designed GKT paradigm and their brain signals are recorded before after the test is conducted. The analysis of results will implement wave power features of theta wave power and alpha wave power. The results yield a higher theta wave power and alpha wave power for the guilty group than the innocent group for the analysis of resting state EEG data collected before and after the GKT paradigm. Universiti Teknologi PETRONAS 2017-05 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/22809/1/AHMAD%20SYAUQI_15979_DISSERTATION.pdf Mohd Rashid, Ahmad Syauqi (2017) LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT. Universiti Teknologi PETRONAS. (Submitted)
institution Universiti Teknologi Petronas
collection UTPedia
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd Rashid, Ahmad Syauqi
LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT
description In the 20th Century, the advancement in technology has sparked interest for scientist in researching further on the methods of detecting lies. One of the most popular methods which is the polygraph has now been replaced with a new approach, which is the P300-based Guilty Knowledge Test (GKT). The purpose of this study is to introduce a new approach in the P300-based GKT by researching on the possible methods for performing this sort of test and combining the elements which can yield a more positive yet accurate result. For the evaluation of the methods which are being introduced in this study, several subjects undergo the designed GKT paradigm and their brain signals are recorded before after the test is conducted. The analysis of results will implement wave power features of theta wave power and alpha wave power. The results yield a higher theta wave power and alpha wave power for the guilty group than the innocent group for the analysis of resting state EEG data collected before and after the GKT paradigm.
format Final Year Project
author Mohd Rashid, Ahmad Syauqi
author_sort Mohd Rashid, Ahmad Syauqi
title LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT
title_short LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT
title_full LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT
title_fullStr LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT
title_full_unstemmed LIE DETECTION SYSTEM BY USING RESTING-STATE EEG AND P300-BASED GKT
title_sort lie detection system by using resting-state eeg and p300-based gkt
publisher Universiti Teknologi PETRONAS
publishDate 2017
url http://utpedia.utp.edu.my/22809/1/AHMAD%20SYAUQI_15979_DISSERTATION.pdf
http://utpedia.utp.edu.my/22809/
_version_ 1741195866870382592
score 11.62408

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