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2018 | OriginalPaper | Buchkapitel

Collision Avoidance of Robots by Artificial Force Field Around Geometric Primitives Using Two Range Image Sensors

verfasst von : Christian Thormann, Alexander Winkler

Erschienen in: Advances in Service and Industrial Robotics

Verlag: Springer International Publishing

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Abstract

This article presents an approach to collision avoidance of industrial robots. It is based on artificial potential fields or force fields generated by virtual charges which are placed on the obstacles. The obstacles are detected by range image sensors. To avoid fault detections e.g. as a result of occlusions and distortions two cameras are used to supervise the robot work space. An algorithm is worked out which eliminates the distortions in the camera images. After this, a method is developed to calculate a 3D image of the environment. For fast computation of the artificial forces the obstacles are classified into geometric primitives. The virtual charges are placed in 3D on the objects. From the charge positions and their potential value an artificial force can be calculated which acts on the end-effector. The force corrects the primary planed robot path to avoid collisions with the obstacles.

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Literatur
1.
Zurück zum Zitat El-Iaithy RA, Huang J, Yeh M (2012) Study on the use of microsoft kinect for robotics applications. In: Proceedings of the IEEE/ION position, location and navigation symposium, pp 1280–1288 El-Iaithy RA, Huang J, Yeh M (2012) Study on the use of microsoft kinect for robotics applications. In: Proceedings of the IEEE/ION position, location and navigation symposium, pp 1280–1288
2.
Zurück zum Zitat Fischer M, Dominik H (2009) 3d collision detection for industrial robots and unknown obstacles using multiple depth images. In: Kröger T, Wahl FM (eds) Advances in robotics research. Springer, pp 111–121 Fischer M, Dominik H (2009) 3d collision detection for industrial robots and unknown obstacles using multiple depth images. In: Kröger T, Wahl FM (eds) Advances in robotics research. Springer, pp 111–121
3.
Zurück zum Zitat Khatib O (1986) Real-time obstacle avoidance for manipulators and mobile robots. Int J Robot Res 5(1):90–98CrossRef Khatib O (1986) Real-time obstacle avoidance for manipulators and mobile robots. Int J Robot Res 5(1):90–98CrossRef
4.
Zurück zum Zitat Lenz C, Grimm M, Röder T, Knoll A (2012) Human-robot-workspaces fusing multiple kinects to survey shared human-robot-workspaces. Technical report, Technische Universität München Lenz C, Grimm M, Röder T, Knoll A (2012) Human-robot-workspaces fusing multiple kinects to survey shared human-robot-workspaces. Technical report, Technische Universität München
5.
Zurück zum Zitat Morato C, Kaipa KN, Zhao B, Gupta SK (2014) Toward safe human robot collaboration by using multiple kinects based real-time human tracking. J Comput Inf Sci Eng 14(1):011006 Morato C, Kaipa KN, Zhao B, Gupta SK (2014) Toward safe human robot collaboration by using multiple kinects based real-time human tracking. J Comput Inf Sci Eng 14(1):011006
6.
Zurück zum Zitat Som F (2006) Innovative robot control offers more operator ergonomics and personnel safety. In: Proceedings of joint conference on robotics - 37th international symposium on robotics and 4th German conference on robotics. VDI Verlag Som F (2006) Innovative robot control offers more operator ergonomics and personnel safety. In: Proceedings of joint conference on robotics - 37th international symposium on robotics and 4th German conference on robotics. VDI Verlag
7.
Zurück zum Zitat Winkler A, Suchý J (2009) Intuitive collision avoidance of robots using charge generated virtual force fields. In: Kröger T, Wahl FM (eds) Advances in robotics research. Springer, pp 77–87 Winkler A, Suchý J (2009) Intuitive collision avoidance of robots using charge generated virtual force fields. In: Kröger T, Wahl FM (eds) Advances in robotics research. Springer, pp 77–87
8.
Zurück zum Zitat Winkler A, Suchý J (2012) Dynamic collision avoidance of industrial cooperating robots using virtual force fields. In: Proceedings of the 10th international IFAC symposium on robot control, pp 265–270 Winkler A, Suchý J (2012) Dynamic collision avoidance of industrial cooperating robots using virtual force fields. In: Proceedings of the 10th international IFAC symposium on robot control, pp 265–270
Metadaten
Titel
Collision Avoidance of Robots by Artificial Force Field Around Geometric Primitives Using Two Range Image Sensors
verfasst von
Christian Thormann
Alexander Winkler
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-61276-8_12

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