Article (Scientific journals)
Constrained trajectory optimization and force control for UAVs with universal jamming grippers.
KREMER, Paul; RAHIMI NOHOOJI, Hamed; VOOS, Holger
2024In Scientific Reports, 14 (1), p. 11968
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Keywords :
Soft Robotics; UAV; MPC; Trajectory Optimization; Jamming Grippers; Universal Grippers; Soft Grippers; Model Predictive Control; Constrained Control
Abstract :
[en] This study presents a novel framework that integrates the universal jamming gripper (UG) with unmanned aerial vehicles (UAVs) to enable automated grasping with no human operator in the loop. Grounded in the principles of granular jamming, the UG exhibits remarkable adaptability and proficiency, navigating the complexities of soft aerial grasping with enhanced robustness and versatility. Central to this integration is a uniquely formulated constrained trajectory optimization using model predictive control, coupled with a robust force control strategy, increasing the level of automation and operational reliability in aerial grasping. This control structure, while simple, is a powerful tool for various applications, ranging from material handling to disaster response, and marks an advancement toward genuine autonomy in aerial manipulation tasks. The key contribution of this research is the combination of a UG with a suitable control strategy, that can be kept relatively straightforward thanks to the mechanical intelligence built into the UG. The algorithm is validated through numerical simulations and virtual experiments.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > ARG - Automation & Robotics
Disciplines :
Mechanical engineering
Author, co-author :
KREMER, Paul ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust > Automation > Team Holger VOOS
RAHIMI NOHOOJI, Hamed  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Automation
VOOS, Holger  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Automation
External co-authors :
no
Language :
English
Title :
Constrained trajectory optimization and force control for UAVs with universal jamming grippers.
Publication date :
25 May 2024
Journal title :
Scientific Reports
eISSN :
2045-2322
Publisher :
Springer Science and Business Media LLC, England
Volume :
14
Issue :
1
Pages :
11968
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Security, Reliability and Trust
Development Goals :
9. Industry, innovation and infrastructure
FnR Project :
COSAMOS
Name of the research project :
Control Of A Soft Aerial Manipulator With Clce-based Optical Strain Sensing
Funders :
FNR - Fonds National de la Recherche
Funding number :
17432865
Funding text :
Tis research was funded in whole, or in part, by the Luxembourg National Research Fund (FNR), COSAMOS Project, ref. IC22/IS/17432865/COSAMOS. For the purpose of open access, and in fulflment of the obligations arising from the grant agreement, the author has applied a Creative Commons Attribution 4.0 International (CC BY 4.0) license to any Author Accepted Manuscript version arising from this submission.
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since 03 June 2024

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