An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis

In recent years, the boost in the development of hardware and software resources for building virtual reality environments has fuelled the development of tools to support training in different disciplines. The purpose of this work is to discuss a complete methodology and the supporting algorithms to...

Full description

Bibliographic Details
Main Authors: Alessio Cellupica, Marco Cirelli, Giovanni Saggio, Emanuele Gruppioni, Pier Paolo Valentini
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/17/1/35
_version_ 1797340193007599616
author Alessio Cellupica
Marco Cirelli
Giovanni Saggio
Emanuele Gruppioni
Pier Paolo Valentini
author_facet Alessio Cellupica
Marco Cirelli
Giovanni Saggio
Emanuele Gruppioni
Pier Paolo Valentini
author_sort Alessio Cellupica
collection DOAJ
description In recent years, the boost in the development of hardware and software resources for building virtual reality environments has fuelled the development of tools to support training in different disciplines. The purpose of this work is to discuss a complete methodology and the supporting algorithms to develop a virtual reality environment to train the use of a sensorized upper-limb prosthesis targeted at amputees. The environment is based on the definition of a digital twin of a virtual prosthesis, able to communicate with the sensors worn by the user and reproduce its dynamic behaviour and the interaction with virtual objects. Several training tasks are developed according to standards, including the Southampton Hand Assessment Procedure, and the usability of the entire system is evaluated, too.
first_indexed 2024-03-08T09:59:30Z
format Article
id doaj.art-0ce7c2b0502b48099192d0ac0bb56d3e
institution Directory Open Access Journal
issn 1999-4893
language English
last_indexed 2024-03-08T09:59:30Z
publishDate 2024-01-01
publisher MDPI AG
record_format Article
series Algorithms
spelling doaj.art-0ce7c2b0502b48099192d0ac0bb56d3e2024-01-29T13:41:33ZengMDPI AGAlgorithms1999-48932024-01-011713510.3390/a17010035An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb ProsthesisAlessio Cellupica0Marco Cirelli1Giovanni Saggio2Emanuele Gruppioni3Pier Paolo Valentini4Department of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, ItalyDepartment of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, ItalyDepartment of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, ItalyINAIL Italian Centre for Prosthetics, 40054 Budrio, ItalyDepartment of Enterprise Engineering, University of Rome Tor Vergata, 00133 Rome, ItalyIn recent years, the boost in the development of hardware and software resources for building virtual reality environments has fuelled the development of tools to support training in different disciplines. The purpose of this work is to discuss a complete methodology and the supporting algorithms to develop a virtual reality environment to train the use of a sensorized upper-limb prosthesis targeted at amputees. The environment is based on the definition of a digital twin of a virtual prosthesis, able to communicate with the sensors worn by the user and reproduce its dynamic behaviour and the interaction with virtual objects. Several training tasks are developed according to standards, including the Southampton Hand Assessment Procedure, and the usability of the entire system is evaluated, too.https://www.mdpi.com/1999-4893/17/1/35virtual realitydigital twinprosthesistraininginteractive model
spellingShingle Alessio Cellupica
Marco Cirelli
Giovanni Saggio
Emanuele Gruppioni
Pier Paolo Valentini
An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis
Algorithms
virtual reality
digital twin
prosthesis
training
interactive model
title An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis
title_full An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis
title_fullStr An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis
title_full_unstemmed An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis
title_short An Interactive Digital-Twin Model for Virtual Reality Environments to Train in the Use of a Sensorized Upper-Limb Prosthesis
title_sort interactive digital twin model for virtual reality environments to train in the use of a sensorized upper limb prosthesis
topic virtual reality
digital twin
prosthesis
training
interactive model
url https://www.mdpi.com/1999-4893/17/1/35
work_keys_str_mv AT alessiocellupica aninteractivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT marcocirelli aninteractivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT giovannisaggio aninteractivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT emanuelegruppioni aninteractivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT pierpaolovalentini aninteractivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT alessiocellupica interactivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT marcocirelli interactivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT giovannisaggio interactivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT emanuelegruppioni interactivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis
AT pierpaolovalentini interactivedigitaltwinmodelforvirtualrealityenvironmentstotrainintheuseofasensorizedupperlimbprosthesis