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Title: | Minimum distance calculation using laser scanner and IMUs for safe human-robot interaction | Authors: | Safeea, Mohammad Neto, Pedro |
Keywords: | Human tracking; Human-robot interaction; Collaborative robots; Sensor fusion; Laser scanner; IMU | Issue Date: | 7-Feb-2019 | Project: | Portugal 2020 project DM4Manufacturing POCI-01-0145-FEDER-016418 by UE/FEDER through the program COMPETE2020 Portuguese Foundation for Science and Technology (FCT) SFRH/BD/131091/2017 and COBOTIS (PTDC/EMEEME/ 32595/2017) European Union’s Horizon 2020 Research and Innovation Programme through the ColRobot project under Grant 688807 |
metadata.degois.publication.title: | Robotics and Computer Integrated Manufacturing | metadata.degois.publication.volume: | 58 | metadata.degois.publication.issue: | Elsevier | Abstract: | In this study we investigate the use of a laser scanner/range-finder and inertial measurement units (IMUs) for the application of human-robot interaction in a dynamic environment with moving obstacles/humans. Humans and robots are represented by capsules, allowing to calculate the human-robot minimum distance on-the-fly. A major challenge is to capture the capsules pose. Data from a laser scanner and IMUs attached to the human body are fused to define the torso relative position and the upper body (arms and chest) configuration, respectively. Collision avoidance is achieved with a customized potential field’s method that allows to adjust the pre-defined robot paths established off-line while keeping the task target. The proposed framework is validated in real environment using a SICK laser scanner, IMUs and a KUKA iiwa robot. Experiments demonstrated the robustness of the proposed approach in capturing human motion, calculating the human-robot minimum distance and the robot behavior that smoothly avoids collisions with the human. | URI: | https://hdl.handle.net/10316/115677 | DOI: | 10.1016/j.rcim.2019.01.008 | Rights: | openAccess |
Appears in Collections: | I&D CEMMPRE - Artigos em Revistas Internacionais |
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Minimum-distance-calculation-using-laser-scanne_2019_Robotics-and-Computer-I.pdf | 9.78 MB | Adobe PDF | View/Open |
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