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Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm

Sensor fusion is a technique that combines information from multiple sensors in order to improve the accuracy and reliability of the data being collected. In the context of teleoperation control of an anthropomorphic robotic arm, sensor fusion technology can be used to enhance the precise control of...

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Detalles Bibliográficos
Autores principales: Yang, Xiaolong, Chen, Furong, Wang, Feilong, Zheng, Long, Wang, Shukun, Qi, Wen, Su, Hang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10123651/
https://www.ncbi.nlm.nih.gov/pubmed/37092421
http://dx.doi.org/10.3390/biomimetics8020169
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author Yang, Xiaolong
Chen, Furong
Wang, Feilong
Zheng, Long
Wang, Shukun
Qi, Wen
Su, Hang
author_facet Yang, Xiaolong
Chen, Furong
Wang, Feilong
Zheng, Long
Wang, Shukun
Qi, Wen
Su, Hang
author_sort Yang, Xiaolong
collection PubMed
description Sensor fusion is a technique that combines information from multiple sensors in order to improve the accuracy and reliability of the data being collected. In the context of teleoperation control of an anthropomorphic robotic arm, sensor fusion technology can be used to enhance the precise control of anthropomorphic robotic arms by combining data from multiple sensors, such as cameras, data gloves, force sensors, etc. By fusing and processing this sensing information, it can enable real-time control of anthropomorphic robotic arms and dexterous hands, replicating the motion of human manipulators. In this paper, we present a sensor fusion-based teleoperation control system for the anthropomorphic robotic arm and dexterous hand, which utilizes a filter to fuse data from multiple sensors in real-time. As such, the real-time perceived human arms motion posture information is analyzed and processed, and wireless communication is used to intelligently and flexibly control the anthropomorphic robotic arm and dexterous hand. Finally, the user is able to manage the anthropomorphic operation function in a stable and reliable manner. We also discussed the implementation and experimental evaluation of the system, showing that it is able to achieve improved performance and stability compared to traditional teleoperation control methods.
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spelling pubmed-101236512023-04-25 Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm Yang, Xiaolong Chen, Furong Wang, Feilong Zheng, Long Wang, Shukun Qi, Wen Su, Hang Biomimetics (Basel) Article Sensor fusion is a technique that combines information from multiple sensors in order to improve the accuracy and reliability of the data being collected. In the context of teleoperation control of an anthropomorphic robotic arm, sensor fusion technology can be used to enhance the precise control of anthropomorphic robotic arms by combining data from multiple sensors, such as cameras, data gloves, force sensors, etc. By fusing and processing this sensing information, it can enable real-time control of anthropomorphic robotic arms and dexterous hands, replicating the motion of human manipulators. In this paper, we present a sensor fusion-based teleoperation control system for the anthropomorphic robotic arm and dexterous hand, which utilizes a filter to fuse data from multiple sensors in real-time. As such, the real-time perceived human arms motion posture information is analyzed and processed, and wireless communication is used to intelligently and flexibly control the anthropomorphic robotic arm and dexterous hand. Finally, the user is able to manage the anthropomorphic operation function in a stable and reliable manner. We also discussed the implementation and experimental evaluation of the system, showing that it is able to achieve improved performance and stability compared to traditional teleoperation control methods. MDPI 2023-04-20 /pmc/articles/PMC10123651/ /pubmed/37092421 http://dx.doi.org/10.3390/biomimetics8020169 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yang, Xiaolong
Chen, Furong
Wang, Feilong
Zheng, Long
Wang, Shukun
Qi, Wen
Su, Hang
Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm
title Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm
title_full Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm
title_fullStr Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm
title_full_unstemmed Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm
title_short Sensor Fusion-Based Teleoperation Control of Anthropomorphic Robotic Arm
title_sort sensor fusion-based teleoperation control of anthropomorphic robotic arm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10123651/
https://www.ncbi.nlm.nih.gov/pubmed/37092421
http://dx.doi.org/10.3390/biomimetics8020169
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