A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks

Manual lifting tasks involve repetitive raising, holding and stacking movements with heavy objects. These arm movements are notable risk factors for muscle pain, fatigue, and musculoskeletal disorders in workers. An upper-limb wearable robot, as a 6-DOF dual-arm exoskeleton, which was designed to au...

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Main Authors: Lina Hao, Zhirui Zhao, Xing Li, Mingfang Liu, Hui Yang, Yao Sun
Format: Article
Language:English
Published: SAGE Publishing 2020-10-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881420937570
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spelling doaj-78cc5e4c0a96473d9b8c1d18223137022020-11-25T02:26:25ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142020-10-011710.1177/1729881420937570A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasksLina Hao0Zhirui Zhao1Xing Li2Mingfang Liu3Hui Yang4Yao Sun5 School of Mechanical Engineering and Automation, , Shenyang, Liaoning, China School of Mechanical Engineering and Automation, , Shenyang, Liaoning, China State Key Laboratory of Synthetical Automation for Process Industries, , Shenyang, Liaoning, China School of Mechanical Engineering and Automation, , Shenyang, Liaoning, China Biomechanics and Soft Robotics Lab, , Beijing, China School of Mechanical Engineering and Automation, , Shenyang, Liaoning, ChinaManual lifting tasks involve repetitive raising, holding and stacking movements with heavy objects. These arm movements are notable risk factors for muscle pain, fatigue, and musculoskeletal disorders in workers. An upper-limb wearable robot, as a 6-DOF dual-arm exoskeleton, which was designed to augment workers’ strength and minimize muscular activation in the arm during repetitive lifting tasks. To adjust the robot joint trajectory, the user needs to apply an interactive torque to operate the robot during lifting tasks when a standard virtual mechanical impedance control structure is used. To reduce overshooting of the interactive torque on the user’s joint, a three-tier hierarchical control structure was developed for the robot in this study. At the highest level, a human arm movement detection module is used to detect the user’s arm motion according to the surface electromyography signals. Then, a Hammerstein adaptive virtual mechanical impedance controller is used at the middle level to reduce overshooting and yield an acceptable value of torque for the user’s elbow joint in actual lifting tasks. At the lowest level, the actuator controller on each joint of the robot controls the robot to complete lifting tasks. Several experiments were conducted, and the results showed that the interactive torque on the user’s elbow was limited and the muscular activations of erector spinae and biceps brachii muscles were effectively decreased. The proposed scheme prevents potential harm to the user due to excessive interactive torque on the human elbow joint, such as related muscle fatigue and joint injuries.https://doi.org/10.1177/1729881420937570
collection DOAJ
language English
format Article
sources DOAJ
author Lina Hao
Zhirui Zhao
Xing Li
Mingfang Liu
Hui Yang
Yao Sun
spellingShingle Lina Hao
Zhirui Zhao
Xing Li
Mingfang Liu
Hui Yang
Yao Sun
A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
International Journal of Advanced Robotic Systems
author_facet Lina Hao
Zhirui Zhao
Xing Li
Mingfang Liu
Hui Yang
Yao Sun
author_sort Lina Hao
title A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
title_short A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
title_full A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
title_fullStr A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
title_full_unstemmed A safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
title_sort safe human–robot interactive control structure with human arm movement detection for an upper-limb wearable robot used during lifting tasks
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2020-10-01
description Manual lifting tasks involve repetitive raising, holding and stacking movements with heavy objects. These arm movements are notable risk factors for muscle pain, fatigue, and musculoskeletal disorders in workers. An upper-limb wearable robot, as a 6-DOF dual-arm exoskeleton, which was designed to augment workers’ strength and minimize muscular activation in the arm during repetitive lifting tasks. To adjust the robot joint trajectory, the user needs to apply an interactive torque to operate the robot during lifting tasks when a standard virtual mechanical impedance control structure is used. To reduce overshooting of the interactive torque on the user’s joint, a three-tier hierarchical control structure was developed for the robot in this study. At the highest level, a human arm movement detection module is used to detect the user’s arm motion according to the surface electromyography signals. Then, a Hammerstein adaptive virtual mechanical impedance controller is used at the middle level to reduce overshooting and yield an acceptable value of torque for the user’s elbow joint in actual lifting tasks. At the lowest level, the actuator controller on each joint of the robot controls the robot to complete lifting tasks. Several experiments were conducted, and the results showed that the interactive torque on the user’s elbow was limited and the muscular activations of erector spinae and biceps brachii muscles were effectively decreased. The proposed scheme prevents potential harm to the user due to excessive interactive torque on the human elbow joint, such as related muscle fatigue and joint injuries.
url https://doi.org/10.1177/1729881420937570
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