Architecture for Safe Human-Robot Collaboration: Multi-Modal Communication in Virtual Reality for Efficient Task Execution

Task-sharing and Human-Robot Collaboration has gained increased attention with the widespread commissioning and usage of collaborative robots. However, recent studies show that the fenceless collaborative robots are not as harmless as they look like. In order to study Human-Robot Interaction scenarios, in a safe manner, we propose to execute the scenario in Virtual Reality simulation and afterwards implement it in real robotic applications (supervised from VR). In addition, this simulated world allows ad-hoc modifications and easy prototyping of different multi-modal communication forms. In this paper we propose an architecture for safe human-robot collaboration and describe a use-case: task of nut screwing, which is executed by the human and the robot together. The nut is hold by the human and the screw is screwed into the nut by the robot (as this part is the repetitive part of the task). The task can be executed in the VR simulation with different input and feedback channels (multi-modal) in order to identify the most efficient communication way between the human and the robot. The different input and output channels are presented in detail.

[1]  B. Solvang,et al.  Multilevel control of flexible manufacturing systems , 2008, 2008 Conference on Human System Interactions.

[2]  John D. Lee,et al.  Trust in Automation: Designing for Appropriate Reliance , 2004, Hum. Factors.

[3]  Frank Kirchner,et al.  iMRK: Demonstrator for Intelligent and Intuitive Human–Robot Collaboration in Industrial Manufacturing , 2016, KI - Künstliche Intelligenz.

[4]  Csaba Kardos,et al.  Context-dependent multimodal communication in human-robot collaboration , 2018 .

[5]  Ashutosh Tiwari,et al.  The effectiveness of virtual environments in developing collaborative strategies between industrial robots and humans , 2019, Robotics and Computer-Integrated Manufacturing.

[6]  Sotiris Manitsaris,et al.  New Challenges for Human-Robot Collaboration in an Industrial Context: Acceptability and Natural Collaboration , 2016, RO-MAN 2016.

[7]  Tamio Arai,et al.  Assessment of operator stress induced by robot collaboration in assembly , 2010 .

[8]  Sotiris Makris,et al.  ROBO-PARTNER: Seamless Human-Robot Cooperation for Intelligent, Flexible and Safe Operations in the Assembly Factories of the Future☆ , 2014 .

[9]  George-Christopher Vosniakos,et al.  Prototyping proactive and adaptive techniques for human-robot collaboration in manufacturing using virtual reality , 2018 .

[10]  R. Mayer,et al.  Interactive Multimodal Learning Environments , 2007 .

[11]  Wendy A. Rogers,et al.  Understanding Robot Acceptance , 2011 .

[12]  Martin Buss,et al.  Human-Robot Collaboration: a Survey , 2008, Int. J. Humanoid Robotics.

[13]  I. ClintHeyer Human-Robot Interaction and Future Industrial Robotics Applications , 2010 .

[14]  Hideki Hashimoto,et al.  3D Internet for cognitive info-communication , 2009 .

[15]  Imre J. Rudas,et al.  Design, programming and orchestration of heterogeneous manufacturing systems through VR-powered remote collaboration , 2015 .

[16]  Carme Torras,et al.  Teaching a Robot the Semantics of Assembly Tasks , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[17]  Hideki Hashimoto,et al.  Friction compensation for 6DOF Cartesian coordinate haptic interface , 2002, IEEE/RSJ International Conference on Intelligent Robots and Systems.

[18]  Sotiris Makris,et al.  Design Considerations for Safe Human-robot Collaborative Workplaces , 2015 .

[19]  Michael A. Goodrich,et al.  Human-Robot Interaction: A Survey , 2008, Found. Trends Hum. Comput. Interact..

[20]  Christoph Walter,et al.  Towards safe physical human-robot collaboration: A projection-based safety system , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[21]  Adream Blair-Early,et al.  User Interface Design Principles for Interaction Design , 2008, Design Issues.

[22]  Alin Albu-Schäffer,et al.  Towards the Robotic Co-Worker , 2009, ISRR.

[23]  Marko Pfeifer,et al.  A new strategy for ensuring human safety during various levels of interaction with industrial robots , 2017 .

[24]  Ana Djuric,et al.  Baxter Kinematic Modeling, Validation and Reconfigurable Representation , 2016 .

[25]  Sotiris Makris,et al.  A cyber physical system (CPS) approach for safe human-robot collaboration in a shared workplace , 2019, Robotics and Computer-Integrated Manufacturing.