A Framework for Adaptive Load Redistribution in Human-Exoskeleton Systems

dc.contributor.author Mobedi, Emir
dc.contributor.author Solak, Gokhan
dc.contributor.author Ajoudani, Arash
dc.date.accessioned 2025-06-25T20:47:11Z
dc.date.available 2025-06-25T20:47:11Z
dc.date.issued 2025
dc.description.abstract Wearable devices like exoskeletons are designed to reduce excessive loads on specific joints of the body. Specifically, single- or two-degrees-of-freedom (DOF) upper-body industrial exoskeletons typically focus on compensating for the strain on the elbow and shoulder joints. However, during daily activities, there is no assurance that external loads are correctly aligned with the supported joints. Optimizing work processes to ensure that external loads are primarily (to the extent that they can be compensated by the exoskeleton) directed onto the supported joints can significantly enhance the overall usability of these devices and the ergonomics of their users. Collaborative robots (cobots) can play a role in this optimization, complementing the collaborative aspects of human work. In this study, we propose an adaptive and coordinated control system for the human-cobot-exoskeleton interaction. This system adjusts the task coordinates to maximize the utilization of the supported joints. When the torque limits of the exoskeleton are exceeded, the framework continuously adapts the task frame, redistributing excessive loads to non-supported body joints to prevent overloading the supported ones. We validated our approach in an equivalent industrial painting task involving a single-DOF elbow exoskeleton, a cobot, and four subjects, each tested in four different initial arm configurations with five distinct optimisation weight matrices and two different payloads. en_US
dc.description.sponsorship Horizon Europe Project Tornado [101189557] en_US
dc.description.sponsorship This work was supported by Horizon Europe Project Tornado under Grant 101189557. en_US
dc.identifier.doi 10.1109/LRA.2025.3564206
dc.identifier.issn 2377-3766
dc.identifier.issn 2377-3774
dc.identifier.scopus 2-s2.0-105003664310
dc.identifier.uri https://doi.org/10.1109/LRA.2025.3564206
dc.identifier.uri https://hdl.handle.net/11147/15601
dc.language.iso en en_US
dc.publisher Ieee-inst Electrical Electronics Engineers inc en_US
dc.relation.ispartof IEEE Robotics and Automation Letters
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Ergonomic Human-Robot Collaboration en_US
dc.subject Human Factors And Human-In-The-Loop en_US
dc.subject Physically Assistive Devices en_US
dc.subject Wearable Robotics en_US
dc.subject Ergonomic Human-Robot Collaboration en_US
dc.subject Human Factors And Human-In-The-Loop en_US
dc.subject Physically Assistive Devices en_US
dc.subject Wearable Robotics en_US
dc.title A Framework for Adaptive Load Redistribution in Human-Exoskeleton Systems en_US
dc.type Article en_US
dspace.entity.type Publication
gdc.bip.impulseclass C5
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gdc.coar.access metadata only access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department İzmir Institute of Technology en_US
gdc.description.departmenttemp [Mobedi, Emir] Izmir Inst Technol, TR-35430 Izmir, Turkiye; [Solak, Gokhan; Ajoudani, Arash] Ist Italiano Tecnol, I-2003 Genoa, Italy en_US
gdc.description.endpage 5934 en_US
gdc.description.issue 6 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q1
gdc.description.startpage 5927 en_US
gdc.description.volume 10 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q1
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gdc.oaire.keywords FOS: Computer and information sciences
gdc.oaire.keywords Computer Science - Robotics
gdc.oaire.keywords Robotics (cs.RO)
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gdc.opencitations.count 0
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