Cargando…

Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel

The appropriate sensory information feedback is important for the success of an object grasping and manipulation task. In many scenarios, the need arises for multiple feedback information to be conveyed to a prosthetic hand user simultaneously. The multiple sets of information may either (1) directl...

Descripción completa

Detalles Bibliográficos
Autores principales: Mayer, Raphael M., Garcia-Rosas, Ricardo, Mohammadi, Alireza, Tan, Ying, Alici, Gursel, Choong, Peter, Oetomo, Denny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7197324/
https://www.ncbi.nlm.nih.gov/pubmed/32395102
http://dx.doi.org/10.3389/fnins.2020.00348
_version_ 1783528844951552000
author Mayer, Raphael M.
Garcia-Rosas, Ricardo
Mohammadi, Alireza
Tan, Ying
Alici, Gursel
Choong, Peter
Oetomo, Denny
author_facet Mayer, Raphael M.
Garcia-Rosas, Ricardo
Mohammadi, Alireza
Tan, Ying
Alici, Gursel
Choong, Peter
Oetomo, Denny
author_sort Mayer, Raphael M.
collection PubMed
description The appropriate sensory information feedback is important for the success of an object grasping and manipulation task. In many scenarios, the need arises for multiple feedback information to be conveyed to a prosthetic hand user simultaneously. The multiple sets of information may either (1) directly contribute to the performance of the grasping or object manipulation task, such as the feedback of the grasping force, or (2) simply form additional independent set(s) of information. In this paper, the efficacy of simultaneously conveying two independent sets of sensor information (the grasp force and a secondary set of information) through a single channel of feedback stimulation (vibrotactile via bone conduction) to the human user in a prosthetic application is investigated. The performance of the grasping task is not dependent to the second set of information in this study. Subject performance in two tasks: regulating the grasp force and identifying the secondary information, were evaluated when provided with either one corresponding information or both sets of feedback information. Visual feedback is involved in the training stage. The proposed approach is validated on human-subject experiments using a vibrotactile transducer worn on the elbow bony landmark (to realize a non-invasive bone conduction interface) carried out in a virtual reality environment to perform a closed-loop object grasping task. The experimental results show that the performance of the human subjects on either task, whilst perceiving two sets of sensory information, is not inferior to that when receiving only one set of corresponding sensory information, demonstrating the potential of conveying a second set of information through a bone conduction interface in an upper limb prosthetic task.
format Online
Article
Text
id pubmed-7197324
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-71973242020-05-11 Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel Mayer, Raphael M. Garcia-Rosas, Ricardo Mohammadi, Alireza Tan, Ying Alici, Gursel Choong, Peter Oetomo, Denny Front Neurosci Neuroscience The appropriate sensory information feedback is important for the success of an object grasping and manipulation task. In many scenarios, the need arises for multiple feedback information to be conveyed to a prosthetic hand user simultaneously. The multiple sets of information may either (1) directly contribute to the performance of the grasping or object manipulation task, such as the feedback of the grasping force, or (2) simply form additional independent set(s) of information. In this paper, the efficacy of simultaneously conveying two independent sets of sensor information (the grasp force and a secondary set of information) through a single channel of feedback stimulation (vibrotactile via bone conduction) to the human user in a prosthetic application is investigated. The performance of the grasping task is not dependent to the second set of information in this study. Subject performance in two tasks: regulating the grasp force and identifying the secondary information, were evaluated when provided with either one corresponding information or both sets of feedback information. Visual feedback is involved in the training stage. The proposed approach is validated on human-subject experiments using a vibrotactile transducer worn on the elbow bony landmark (to realize a non-invasive bone conduction interface) carried out in a virtual reality environment to perform a closed-loop object grasping task. The experimental results show that the performance of the human subjects on either task, whilst perceiving two sets of sensory information, is not inferior to that when receiving only one set of corresponding sensory information, demonstrating the potential of conveying a second set of information through a bone conduction interface in an upper limb prosthetic task. Frontiers Media S.A. 2020-04-27 /pmc/articles/PMC7197324/ /pubmed/32395102 http://dx.doi.org/10.3389/fnins.2020.00348 Text en Copyright © 2020 Mayer, Garcia-Rosas, Mohammadi, Tan, Alici, Choong and Oetomo. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Mayer, Raphael M.
Garcia-Rosas, Ricardo
Mohammadi, Alireza
Tan, Ying
Alici, Gursel
Choong, Peter
Oetomo, Denny
Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel
title Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel
title_full Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel
title_fullStr Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel
title_full_unstemmed Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel
title_short Tactile Feedback in Closed-Loop Control of Myoelectric Hand Grasping: Conveying Information of Multiple Sensors Simultaneously via a Single Feedback Channel
title_sort tactile feedback in closed-loop control of myoelectric hand grasping: conveying information of multiple sensors simultaneously via a single feedback channel
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7197324/
https://www.ncbi.nlm.nih.gov/pubmed/32395102
http://dx.doi.org/10.3389/fnins.2020.00348
work_keys_str_mv AT mayerraphaelm tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel
AT garciarosasricardo tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel
AT mohammadialireza tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel
AT tanying tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel
AT alicigursel tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel
AT choongpeter tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel
AT oetomodenny tactilefeedbackinclosedloopcontrolofmyoelectrichandgraspingconveyinginformationofmultiplesensorssimultaneouslyviaasinglefeedbackchannel