Intelligent virtual rehabilitation system for the elderly with memory deficits

The application of virtual reality (VR) technology in rehabilitation has significant advantages over the conventional rehabilitation methods. However, VR applications for the dementia patients are few and in their earliest stage. A number of problems need to be studied and clarified. This project ha...

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Main Author: Guo, Wenhua
Other Authors: Fok Sai Cheong
Format: Theses and Dissertations
Published: 2008
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Online Access:https://hdl.handle.net/10356/5770
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-57702023-03-11T17:49:54Z Intelligent virtual rehabilitation system for the elderly with memory deficits Guo, Wenhua Fok Sai Cheong Lim Yoke Eng, Samuel School of Mechanical and Aerospace Engineering DRNTU::Engineering::Mechanical engineering::Assistive technology The application of virtual reality (VR) technology in rehabilitation has significant advantages over the conventional rehabilitation methods. However, VR applications for the dementia patients are few and in their earliest stage. A number of problems need to be studied and clarified. This project has developed a new memory rehabilitation methodology for the dementia elderly. The methodology explores the conventional memory rehabilitation theory and approaches, the advanced virtual reality (VR) technology, and fuzzy logic theory to develop an intelligent approach. To study the proposed methodology, this project has developed a methodology for building the virtual environment suitable for the dementia patients with memory deficits. This project has also developed a method to capture the therapist’s knowledge and experience to establish a fuzzy-based Intelligent Assistant for assisting the patient training in the virtual environment. Test results fiom the therapists, healthy old persons, and patients proved the effectiveness of the methodology for building virtual environment and the knowledge acquisition method. DOCTOR OF PHILOSOPHY (MPE) 2008-09-17T10:58:43Z 2008-09-17T10:58:43Z 2005 2005 Thesis Guo, W. (2005). Intelligent virtual rehabilitation system for the elderly with memory deficits. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/5770 10.32657/10356/5770 Nanyang Technological University application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
topic DRNTU::Engineering::Mechanical engineering::Assistive technology
spellingShingle DRNTU::Engineering::Mechanical engineering::Assistive technology
Guo, Wenhua
Intelligent virtual rehabilitation system for the elderly with memory deficits
description The application of virtual reality (VR) technology in rehabilitation has significant advantages over the conventional rehabilitation methods. However, VR applications for the dementia patients are few and in their earliest stage. A number of problems need to be studied and clarified. This project has developed a new memory rehabilitation methodology for the dementia elderly. The methodology explores the conventional memory rehabilitation theory and approaches, the advanced virtual reality (VR) technology, and fuzzy logic theory to develop an intelligent approach. To study the proposed methodology, this project has developed a methodology for building the virtual environment suitable for the dementia patients with memory deficits. This project has also developed a method to capture the therapist’s knowledge and experience to establish a fuzzy-based Intelligent Assistant for assisting the patient training in the virtual environment. Test results fiom the therapists, healthy old persons, and patients proved the effectiveness of the methodology for building virtual environment and the knowledge acquisition method.
author2 Fok Sai Cheong
author_facet Fok Sai Cheong
Guo, Wenhua
format Theses and Dissertations
author Guo, Wenhua
author_sort Guo, Wenhua
title Intelligent virtual rehabilitation system for the elderly with memory deficits
title_short Intelligent virtual rehabilitation system for the elderly with memory deficits
title_full Intelligent virtual rehabilitation system for the elderly with memory deficits
title_fullStr Intelligent virtual rehabilitation system for the elderly with memory deficits
title_full_unstemmed Intelligent virtual rehabilitation system for the elderly with memory deficits
title_sort intelligent virtual rehabilitation system for the elderly with memory deficits
publishDate 2008
url https://hdl.handle.net/10356/5770
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