Driver’s awareness/multi-tasking monitoring for future car design

The objective of Driver’s Awareness/Multitasking Monitoring for Future Car Design is to review the brain performance and to explore the relationship between attentional vigilance and the brain performance in order to build an assistant system for drivers’ safety. The extreme learning machine was inv...

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Main Author: Mao, Wenjian
Other Authors: Olga Sourina
Format: Final Year Project
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/64866
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-648662023-07-07T17:36:46Z Driver’s awareness/multi-tasking monitoring for future car design Mao, Wenjian Olga Sourina Huang Guangbin School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering The objective of Driver’s Awareness/Multitasking Monitoring for Future Car Design is to review the brain performance and to explore the relationship between attentional vigilance and the brain performance in order to build an assistant system for drivers’ safety. The extreme learning machine was invented and developed fast in last decade. This project is applied a supervised extreme learning machine detecting real-time EEG to provide the suggestion to drivers. According to the previous publication, the author defined attentional vigilance as 3 states. Two games were designed and implemented for initiating the different states of the vigilance and collecting data was as training data for extreme learning machine. After training, the system can respond the real-time condition. Various personalities was built in the car system to provide more user-friendly system. This project recommended the combination of attentional vigilance and emotion in the future works. These works and suggestions may have an essential influence on the design of the future cars. Bachelor of Engineering 2015-06-09T02:08:56Z 2015-06-09T02:08:56Z 2015 2015 Final Year Project (FYP) http://hdl.handle.net/10356/64866 en Nanyang Technological University 83 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::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Mao, Wenjian
Driver’s awareness/multi-tasking monitoring for future car design
description The objective of Driver’s Awareness/Multitasking Monitoring for Future Car Design is to review the brain performance and to explore the relationship between attentional vigilance and the brain performance in order to build an assistant system for drivers’ safety. The extreme learning machine was invented and developed fast in last decade. This project is applied a supervised extreme learning machine detecting real-time EEG to provide the suggestion to drivers. According to the previous publication, the author defined attentional vigilance as 3 states. Two games were designed and implemented for initiating the different states of the vigilance and collecting data was as training data for extreme learning machine. After training, the system can respond the real-time condition. Various personalities was built in the car system to provide more user-friendly system. This project recommended the combination of attentional vigilance and emotion in the future works. These works and suggestions may have an essential influence on the design of the future cars.
author2 Olga Sourina
author_facet Olga Sourina
Mao, Wenjian
format Final Year Project
author Mao, Wenjian
author_sort Mao, Wenjian
title Driver’s awareness/multi-tasking monitoring for future car design
title_short Driver’s awareness/multi-tasking monitoring for future car design
title_full Driver’s awareness/multi-tasking monitoring for future car design
title_fullStr Driver’s awareness/multi-tasking monitoring for future car design
title_full_unstemmed Driver’s awareness/multi-tasking monitoring for future car design
title_sort driver’s awareness/multi-tasking monitoring for future car design
publishDate 2015
url http://hdl.handle.net/10356/64866
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