Control Architecture for Human–Robot Integration: Application to a Robotic Wheelchair

Completely autonomous performance of a mobile robot within noncontrolled and dynamic environments is not possible yet due to different reasons including environment uncertainty, sensor/software robustness, limited robotic abilities, etc. But in assistant applications in which a human is always present, she/he can make up for the lack of robot autonomy by helping it when needed. In this paper, the authors propose human-robot integration as a mechanism to augment/improve the robot autonomy in daily scenarios. Through the human-robot-integration concept, the authors take a further step in the typical human-robot relation, since they consider her/him as a constituent part of the human-robot system, which takes full advantage of the sum of their abilities. In order to materialize this human integration into the system, they present a control architecture, called architecture for human-robot integration, which enables her/him from a high decisional level, i.e., deliberating a plan, to a physical low level, i.e., opening a door. The presented control architecture has been implemented to test the human-robot integration on a real robotic application. In particular, several real experiences have been conducted on a robotic wheelchair aimed to provide mobility to elderly people

[1]  Terrence Fong,et al.  Collaboration, Dialogue, and Human-Robot Interaction , 2001 .

[2]  S P Levine,et al.  The NavChair Assistive Wheelchair Navigation System. , 1999, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

[3]  Robert I. Damper,et al.  ARBIB: An autonomous robot based on inspirations from biology , 2000, Robotics Auton. Syst..

[4]  Benjamin Kuipers,et al.  The Cognitive Map: Could It Have Been Any Other Way? , 1983 .

[5]  Michael A. Goodrich,et al.  Experiments in adjustable autonomy , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[6]  Félix Ingrand,et al.  An execution control system for autonomous robots , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[7]  Sara B. Kiesler,et al.  Cooperation with a robotic assistant , 2002, CHI Extended Abstracts.

[8]  Anders Orebäck,et al.  BERRA: a research architecture for service robots , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[9]  Terrence Fong,et al.  Collaboration, Dialogue, Human-Robot Interaction , 2001, ISRR.

[10]  Jannik Fritsch,et al.  Supporting advanced interaction capabilities on a mobile robot with a flexible control system , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[11]  Oussama Khatib,et al.  ProVAR assistive robot system architecture , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[12]  Hideki Hashimoto,et al.  Human centered robotics in intelligent space , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[13]  Jean Scholtz,et al.  Theory and evaluation of human robot interactions , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[14]  Rino Falcone,et al.  The human in the loop of a delegated agent: the theory of adjustable social autonomy , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[15]  S. Harnad.  Psychophysical and cognitive aspects of categorical perception: A critical overview , 1987 .

[16]  Cipriano Galindo,et al.  Assistive navigation of a robotic wheelchair using a multihierarchical model of the environment , 2004, Integr. Comput. Aided Eng..

[17]  Bernhard Nebel,et al.  The FF Planning System: Fast Plan Generation Through Heuristic Search , 2011, J. Artif. Intell. Res..

[18]  Benjamin Kuipers,et al.  Towards a general theory of topological maps , 2004, Artif. Intell..

[19]  Xinhan Huang,et al.  Three-Layered Control Architecture for Microassembly with Human-Robot Task Plan Interaction , 2004, 2004 IEEE International Conference on Robotics and Biomimetics.

[20]  Phongchai Nilas,et al.  Supervisory control of mobile robots using Sensory EgoSphere , 2001, Proceedings 2001 IEEE International Symposium on Computational Intelligence in Robotics and Automation (Cat. No.01EX515).

[21]  Joelle Pineau,et al.  Pearl: A Mobile Robotic Assistant for the Elderly , 2002 .

[22]  Cipriano Galindo,et al.  Interactive task planning in assistant robotics , 2004 .

[23]  Vijay Kumar,et al.  Human robot interaction and usability studies for a smart wheelchair , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[24]  Reid G. Simmons,et al.  Robust execution monitoring for navigation plans , 1998, Proceedings. 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, Practice and Applications (Cat. No.98CH36190).

[25]  Thomas B. Sheridan,et al.  Telerobotics, Automation, and Human Supervisory Control , 2003 .

[26]  Oussama Khatib.  Human-centered robotics and haptic interaction: from assistance to surgery, the emerging applications , 2002, Proceedings of the Third International Workshop on Robot Motion and Control, 2002. RoMoCo '02..

[27]  Milind Tambe,et al.  Adjustable autonomy in real-world multi-agent environments , 2001, AGENTS '01.

[28]  J. Jonides,et al.  Evidence of hierarchies in cognitive maps , 1985, Memory & cognition.

[29]  Benjamin Kuipers,et al.  The Spatial Semantic Hierarchy , 2000, Artif. Intell..

[30]  Karim A. Tahboub,et al.  A Semi-Autonomous Reactive Control Architecture , 2001, J. Intell. Robotic Syst..

[31]  David Kortenkamp,et al.  Adjustable Autonomy for Human-Centered Autonomous Systems on Mars , 1998 .

[32]  Javier Gonzalez,et al.  Multi-Hierarchical Representation of Large-Scale Space , 2001 .

[33]  Cipriano Galindo,et al.  Interactive Task Planning through Multiple Abstraction: Application to Assistant Robotics , 2004, ECAI.

[34]  Javier González,et al.  Consistent observation grouping for generating metric-topological maps that improves robot localization , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[35]  Vijay Kumar,et al.  Human robot interaction: application to smart wheelchairs , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[36]  Carol S. Holding,et al.  Further evidence for the hierarchical representation of spatial information , 1994 .

[37]  Charles E. Thorpe,et al.  Robot as Partner: Vehicle Teleoperation with Collaborative Control , 2002 .

[38]  Steen Kristensen,et al.  Human-friendly interaction for learning and cooperation , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[39]  Brenan J. McCarragher,et al.  Human integration into robot control utilising potential fields , 1997, Proceedings of International Conference on Robotics and Automation.

[40]  Sean Graves,et al.  An assistive robotic agent for pedestrian mobility , 2001, AGENTS '01.