Title :
Reflection and Reasoning Mechanisms for Failure Detection and Recovery in a Distributed Robotic Architecture for Complex Robots
Author :
Scheutz, Matthias ; Kramer, James
Author_Institution :
Dept. of Comput. Sci. & Eng., Notre Dame Univ.
Abstract :
Complex robots that interact naturally with humans require the integration, coordination and maintenance of many diverse software components and algorithms. An architecture that incorporates explicit knowledge about the relationships among these components and the overall system state can be used for introspection and consequently to reason about the best configurations of the computing environment under changing conditions; potential uses include maintaining the system´s integrity, promoting its health, and providing the ability to dynamically reconfigure system components (e.g., after component failure). In this paper, we describe a rudimentary reasoning system, part of our distributed integrated affect reflection cognition (DIARC) architecture for human-robot interaction, that can autonomously perform failure detection, failure recovery, and system reconfiguration of distributed architectural components to ensure sustained operation and interactions. We demonstrate the functionality and utility of the proposed mechanisms on a robot, where architectural components are forcefully removed by hand and automatically recovered by the system while the robot is continuing its interactions with humans as part of a joint human-robot task.
Keywords :
control engineering computing; distributed object management; failure analysis; inference mechanisms; man-machine systems; robots; complex robots; component failure; distributed architectural components; distributed integrated affect reflection cognition architecture; distributed robotic architecture; dynamic system reconfiguration; failure detection; failure recovery; human-robot interaction; reasoning mechanism; rudimentary reasoning system; system health; system integrity; Communication system control; Computer architecture; Hardware; Human robot interaction; Intelligent robots; Reflection; Robot kinematics; Robotics and automation; Software algorithms; Software maintenance;
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2007.364045