A shared control architecture for human-in-the-loop robotics applications

We propose a shared control architecture to enable the modeling of human-in-the-loop cyber physical systems (HiLCPS) in robotics applications. We identify challenges that currently hinder ideas and concepts from cross-domain applications to be shared among different implementation of HiLCPS. The presented architecture is developed with the intent to help bridge the gap between different communities developing HiLCPS by providing a common framework, associated metrics, and associated language to describe individual elements. We provide examples from two different domains, disaster robotics and assistive robotics, to demonstrate the structure of the architecture.

[1]  Jonathan P. How,et al.  Real-Time Motion Planning With Applications to Autonomous Urban Driving , 2009, IEEE Transactions on Control Systems Technology.

[2]  Donald D. Dudenhoeffer,et al.  Evaluation of supervisory vs. peer-peer interaction with human-robot teams , 2004, 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the.

[3]  Taskin Padir,et al.  Development of modular sensors for semi-autonomous wheelchairs , 2013, 2013 IEEE Conference on Technologies for Practical Robot Applications (TePRA).

[4]  Won S. Kim,et al.  The phantom robot: predictive displays for teleoperation with time delay , 1990, Proceedings., IEEE International Conference on Robotics and Automation.

[5]  Henrik I. Christensen,et al.  Evaluation of Mapping with a Tele-operated Robot with Video Feedback , 2006, ROMAN 2006 - The 15th IEEE International Symposium on Robot and Human Interactive Communication.

[6]  Vladimir J. Lumelsky,et al.  Final report for the DARPA/NSF interdisciplinary study on human-robot interaction , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[7]  Paul Y. Oh,et al.  Towards functional labeling of utility vehicle point clouds for humanoid driving , 2013, TePRA.

[8]  Fakhri Karray,et al.  Towards generalized performance metrics for human-robot interaction , 2010, 2010 International Conference on Autonomous and Intelligent Systems, AIS 2010.

[9]  Ricardo Chavarriaga,et al.  Online modulation of the level of assistance in shared control systems , 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[10]  Holly A. Yanco,et al.  Effects of changing reliability on trust of robot systems , 2012, 2012 7th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[11]  Geoffrey A. Hollinger,et al.  HERB: a home exploring robotic butler , 2010, Auton. Robots.

[12]  Wayne Book,et al.  Blended Shared Control of Zermelo's navigation problem , 2010, Proceedings of the 2010 American Control Conference.

[13]  Taskin Padir,et al.  Novel EOD robot design with dexterous gripper and intuitive teleoperation , 2012, World Automation Congress 2012.

[14]  Taskin Padir,et al.  Hierarchical Navigation Architecture and Robotic Arm Controller for a Sample Return Rover , 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

[15]  Deniz Erdogmus,et al.  The Future of Human-in-the-Loop Cyber-Physical Systems , 2013, Computer.

[16]  David A. Abbink,et al.  Direct and Indirect Haptic Aiding for Curve Negotiation , 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.