Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement

As life expectancy is mostly increasing, the incidence of many neurological disorders is also constantly growing. For improving the physical functions affected by a neurological disorder, rehabilitation procedures are mandatory, and they must be performed regularly. Unfortunately, neurorehabilitatio...

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Main Authors: Iulia-Cristina Stanica, Florica Moldoveanu, Giovanni-Paul Portelli, Maria-Iuliana Dascalu, Alin Moldoveanu, Mariana Georgiana Ristea
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/21/6045
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spelling doaj-363cf08ac43a4c559d2f26f5f617f8a32020-11-25T03:44:13ZengMDPI AGSensors1424-82202020-10-01206045604510.3390/s20216045Flexible Virtual Reality System for Neurorehabilitation and Quality of Life ImprovementIulia-Cristina Stanica0Florica Moldoveanu1Giovanni-Paul Portelli2Maria-Iuliana Dascalu3Alin Moldoveanu4Mariana Georgiana Ristea5Department of Engineering in Foreign Languages, University Politehnica of Bucharest, 060042 Bucharest, RomaniaComputer Science and Engineering Department, University Politehnica of Bucharest, 060042 Bucharest, RomaniaDepartment 4, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, RomaniaDepartment of Engineering in Foreign Languages, University Politehnica of Bucharest, 060042 Bucharest, RomaniaComputer Science and Engineering Department, University Politehnica of Bucharest, 060042 Bucharest, RomaniaDepartment of Dermatology, Elias University Emergency Hospital, 011461 Bucharest, RomaniaAs life expectancy is mostly increasing, the incidence of many neurological disorders is also constantly growing. For improving the physical functions affected by a neurological disorder, rehabilitation procedures are mandatory, and they must be performed regularly. Unfortunately, neurorehabilitation procedures have disadvantages in terms of costs, accessibility and a lack of therapists. This paper presents Immersive Neurorehabilitation Exercises Using Virtual Reality (INREX-VR), our innovative immersive neurorehabilitation system using virtual reality. The system is based on a thorough research methodology and is able to capture real-time user movements and evaluate joint mobility for both upper and lower limbs, record training sessions and save electromyography data. The use of the first-person perspective increases immersion, and the joint range of motion is calculated with the help of both the HTC Vive system and inverse kinematics principles applied on skeleton rigs. Tutorial exercises are demonstrated by a virtual therapist, as they were recorded with real-life physicians, and sessions can be monitored and configured through tele-medicine. Complex movements are practiced in gamified settings, encouraging self-improvement and competition. Finally, we proposed a training plan and preliminary tests which show promising results in terms of accuracy and user feedback. As future developments, we plan to improve the system’s accuracy and investigate a wireless alternative based on neural networks.https://www.mdpi.com/1424-8220/20/21/6045virtual realityneurorehabilitationquality of lifeassistive technologymotion control sensors
collection DOAJ
language English
format Article
sources DOAJ
author Iulia-Cristina Stanica
Florica Moldoveanu
Giovanni-Paul Portelli
Maria-Iuliana Dascalu
Alin Moldoveanu
Mariana Georgiana Ristea
spellingShingle Iulia-Cristina Stanica
Florica Moldoveanu
Giovanni-Paul Portelli
Maria-Iuliana Dascalu
Alin Moldoveanu
Mariana Georgiana Ristea
Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement
Sensors
virtual reality
neurorehabilitation
quality of life
assistive technology
motion control sensors
author_facet Iulia-Cristina Stanica
Florica Moldoveanu
Giovanni-Paul Portelli
Maria-Iuliana Dascalu
Alin Moldoveanu
Mariana Georgiana Ristea
author_sort Iulia-Cristina Stanica
title Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement
title_short Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement
title_full Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement
title_fullStr Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement
title_full_unstemmed Flexible Virtual Reality System for Neurorehabilitation and Quality of Life Improvement
title_sort flexible virtual reality system for neurorehabilitation and quality of life improvement
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-10-01
description As life expectancy is mostly increasing, the incidence of many neurological disorders is also constantly growing. For improving the physical functions affected by a neurological disorder, rehabilitation procedures are mandatory, and they must be performed regularly. Unfortunately, neurorehabilitation procedures have disadvantages in terms of costs, accessibility and a lack of therapists. This paper presents Immersive Neurorehabilitation Exercises Using Virtual Reality (INREX-VR), our innovative immersive neurorehabilitation system using virtual reality. The system is based on a thorough research methodology and is able to capture real-time user movements and evaluate joint mobility for both upper and lower limbs, record training sessions and save electromyography data. The use of the first-person perspective increases immersion, and the joint range of motion is calculated with the help of both the HTC Vive system and inverse kinematics principles applied on skeleton rigs. Tutorial exercises are demonstrated by a virtual therapist, as they were recorded with real-life physicians, and sessions can be monitored and configured through tele-medicine. Complex movements are practiced in gamified settings, encouraging self-improvement and competition. Finally, we proposed a training plan and preliminary tests which show promising results in terms of accuracy and user feedback. As future developments, we plan to improve the system’s accuracy and investigate a wireless alternative based on neural networks.
topic virtual reality
neurorehabilitation
quality of life
assistive technology
motion control sensors
url https://www.mdpi.com/1424-8220/20/21/6045
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