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CyberLimb: a novel robotic prosthesis concept with shared and intuitive control

BACKGROUND: Existing assistive technologies attempt to mimic biological functions through advanced mechatronic designs. In some occasions, the information processing demands for such systems require substantial information bandwidth and convoluted control strategies, which make it difficult for the...

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Autores principales: Seppich, Nicolas, Tacca, Nicholas, Chao, Kuo-Yi, Akim, Milan, Hidalgo-Carvajal, Diego, Pozo Fortunić, Edmundo, Tödtheide, Alexander, Kühn, Johannes, Haddadin, Sami
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052668/
https://www.ncbi.nlm.nih.gov/pubmed/35488186
http://dx.doi.org/10.1186/s12984-022-01016-4
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author Seppich, Nicolas
Tacca, Nicholas
Chao, Kuo-Yi
Akim, Milan
Hidalgo-Carvajal, Diego
Pozo Fortunić, Edmundo
Tödtheide, Alexander
Kühn, Johannes
Haddadin, Sami
author_facet Seppich, Nicolas
Tacca, Nicholas
Chao, Kuo-Yi
Akim, Milan
Hidalgo-Carvajal, Diego
Pozo Fortunić, Edmundo
Tödtheide, Alexander
Kühn, Johannes
Haddadin, Sami
author_sort Seppich, Nicolas
collection PubMed
description BACKGROUND: Existing assistive technologies attempt to mimic biological functions through advanced mechatronic designs. In some occasions, the information processing demands for such systems require substantial information bandwidth and convoluted control strategies, which make it difficult for the end-user to operate. Instead, a practical and intuitive semi-automated system focused on accomplishing daily tasks may be more suitable for end-user adoption. METHODS: We developed an intelligent prosthesis for the Cybathlon Global Edition 2020. The device was designed in collaboration with the prosthesis user (pilot), addressing her needs for the competition and aiming for functionality. Our design consists of a soft robotic-based two finger gripper controlled by a force-sensing resistor (FSR) headband interface, automatic arm angle dependent wrist flexion and extension, and manual forearm supination and pronation for a shared control system. The gripper is incorporated with FSR sensors to relay haptic information to the pilot based on the output of a neural network model that estimates geometries and objects material. RESULTS: As a student team of the Munich Institute of Robotics and Machine Intelligence, we achieved 12th place overall in the Cybathlon competition in which we competed against state-of-the-art prosthetic devices. Our pilot successfully accomplished two challenging tasks in the competition. During training sessions, the pilot was able to accomplish the remaining competition tasks except for one. Based on observation and feedback from training sessions, we adapted our developments to fit the user’s preferences. Usability ratings indicated that the pilot perceived the prosthesis to not be fully ergonomic due to the size and weight of the system, but argued that the prosthesis was intuitive to control to perform the tasks from the Cybathlon competition. CONCLUSIONS: The system provides an intuitive interface to conduct common daily tasks from the arm discipline of the Cybathlon competition. Based on the feedback from our pilot, future improvements include the prosthesis’ reduction in size and weight in order to enhance its mobility. Close collaboration with our pilot has allowed us to continue with the prosthesis development. Ultimately, we developed a simple-to-use solution, exemplifying a new paradigm for prosthesis design, to help assist arm amputees with daily activities.
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spelling pubmed-90526682022-04-30 CyberLimb: a novel robotic prosthesis concept with shared and intuitive control Seppich, Nicolas Tacca, Nicholas Chao, Kuo-Yi Akim, Milan Hidalgo-Carvajal, Diego Pozo Fortunić, Edmundo Tödtheide, Alexander Kühn, Johannes Haddadin, Sami J Neuroeng Rehabil Research BACKGROUND: Existing assistive technologies attempt to mimic biological functions through advanced mechatronic designs. In some occasions, the information processing demands for such systems require substantial information bandwidth and convoluted control strategies, which make it difficult for the end-user to operate. Instead, a practical and intuitive semi-automated system focused on accomplishing daily tasks may be more suitable for end-user adoption. METHODS: We developed an intelligent prosthesis for the Cybathlon Global Edition 2020. The device was designed in collaboration with the prosthesis user (pilot), addressing her needs for the competition and aiming for functionality. Our design consists of a soft robotic-based two finger gripper controlled by a force-sensing resistor (FSR) headband interface, automatic arm angle dependent wrist flexion and extension, and manual forearm supination and pronation for a shared control system. The gripper is incorporated with FSR sensors to relay haptic information to the pilot based on the output of a neural network model that estimates geometries and objects material. RESULTS: As a student team of the Munich Institute of Robotics and Machine Intelligence, we achieved 12th place overall in the Cybathlon competition in which we competed against state-of-the-art prosthetic devices. Our pilot successfully accomplished two challenging tasks in the competition. During training sessions, the pilot was able to accomplish the remaining competition tasks except for one. Based on observation and feedback from training sessions, we adapted our developments to fit the user’s preferences. Usability ratings indicated that the pilot perceived the prosthesis to not be fully ergonomic due to the size and weight of the system, but argued that the prosthesis was intuitive to control to perform the tasks from the Cybathlon competition. CONCLUSIONS: The system provides an intuitive interface to conduct common daily tasks from the arm discipline of the Cybathlon competition. Based on the feedback from our pilot, future improvements include the prosthesis’ reduction in size and weight in order to enhance its mobility. Close collaboration with our pilot has allowed us to continue with the prosthesis development. Ultimately, we developed a simple-to-use solution, exemplifying a new paradigm for prosthesis design, to help assist arm amputees with daily activities. BioMed Central 2022-04-29 /pmc/articles/PMC9052668/ /pubmed/35488186 http://dx.doi.org/10.1186/s12984-022-01016-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Seppich, Nicolas
Tacca, Nicholas
Chao, Kuo-Yi
Akim, Milan
Hidalgo-Carvajal, Diego
Pozo Fortunić, Edmundo
Tödtheide, Alexander
Kühn, Johannes
Haddadin, Sami
CyberLimb: a novel robotic prosthesis concept with shared and intuitive control
title CyberLimb: a novel robotic prosthesis concept with shared and intuitive control
title_full CyberLimb: a novel robotic prosthesis concept with shared and intuitive control
title_fullStr CyberLimb: a novel robotic prosthesis concept with shared and intuitive control
title_full_unstemmed CyberLimb: a novel robotic prosthesis concept with shared and intuitive control
title_short CyberLimb: a novel robotic prosthesis concept with shared and intuitive control
title_sort cyberlimb: a novel robotic prosthesis concept with shared and intuitive control
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9052668/
https://www.ncbi.nlm.nih.gov/pubmed/35488186
http://dx.doi.org/10.1186/s12984-022-01016-4
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