Investigations of EEG activities and cognitive performance relationship across different walking speeds

The project objective is to investigate the relationship between EEG activities and cognitive performance across different walking speed. Matlab software was firstly applied to perform filtering on the recorded raw EEG signal and then useful data were also extracted by Matlab from the filtered EEG s...

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Main Author: Wong, Cheng Ji
Other Authors: Zhang Zhiguo
Format: Final Year Project
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10356/68446
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-684462023-03-03T15:36:56Z Investigations of EEG activities and cognitive performance relationship across different walking speeds Wong, Cheng Ji Zhang Zhiguo School of Chemical and Biomedical Engineering DRNTU::Engineering The project objective is to investigate the relationship between EEG activities and cognitive performance across different walking speed. Matlab software was firstly applied to perform filtering on the recorded raw EEG signal and then useful data were also extracted by Matlab from the filtered EEG signal to undergo statistic analytical and correlation tests. While other frequency bands which are associated with creativity and memory were not found to be affected by the different walking speeds in this study, there was a significant correlation relationship discovered between the Perceived Arousal level and the Gamma frequency band. Findings in this study are useful to support the results of the cognitive performances from the respective walking session, especially the significant cognitive performance improvement of the Stroop Colour Word (SCW) test after fast walking. Bachelor of Engineering (Chemical and Biomolecular Engineering) 2016-05-26T02:45:24Z 2016-05-26T02:45:24Z 2016 Final Year Project (FYP) http://hdl.handle.net/10356/68446 en Nanyang Technological University 50 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering
spellingShingle DRNTU::Engineering
Wong, Cheng Ji
Investigations of EEG activities and cognitive performance relationship across different walking speeds
description The project objective is to investigate the relationship between EEG activities and cognitive performance across different walking speed. Matlab software was firstly applied to perform filtering on the recorded raw EEG signal and then useful data were also extracted by Matlab from the filtered EEG signal to undergo statistic analytical and correlation tests. While other frequency bands which are associated with creativity and memory were not found to be affected by the different walking speeds in this study, there was a significant correlation relationship discovered between the Perceived Arousal level and the Gamma frequency band. Findings in this study are useful to support the results of the cognitive performances from the respective walking session, especially the significant cognitive performance improvement of the Stroop Colour Word (SCW) test after fast walking.
author2 Zhang Zhiguo
author_facet Zhang Zhiguo
Wong, Cheng Ji
format Final Year Project
author Wong, Cheng Ji
author_sort Wong, Cheng Ji
title Investigations of EEG activities and cognitive performance relationship across different walking speeds
title_short Investigations of EEG activities and cognitive performance relationship across different walking speeds
title_full Investigations of EEG activities and cognitive performance relationship across different walking speeds
title_fullStr Investigations of EEG activities and cognitive performance relationship across different walking speeds
title_full_unstemmed Investigations of EEG activities and cognitive performance relationship across different walking speeds
title_sort investigations of eeg activities and cognitive performance relationship across different walking speeds
publishDate 2016
url http://hdl.handle.net/10356/68446
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