Title :
An Intelligent Simulator for Telerobotics Training
Author :
Belghith, Khaled ; Nkambou, Roger ; Kabanza, Froduald ; Hartman, Leo
Author_Institution :
Dept. of Comput. Sci., Univ. of Sherbrooke, Sherbrooke, QC, Canada
Abstract :
Roman Tutor is a tutoring system that uses sophisticated domain knowledge to monitor the progress of students and advise them while they are learning how to operate a space telerobotic system. It is intended to help train operators of the Space Station Remote Manipulator System (SSRMS) including astronauts, operators involved in ground-based control of SSRMS and technical support staff. Currently, there is only a single training facility for SSRMS operations and it is heavily scheduled. The training staff time is in heavy demand for teaching students, planning training tasks, developing teaching material, and new teaching tools. For example, all SSRMS simulation exercises are developed by hand and this process requires a lot of staff time. Once in an orbit ISS astronauts currently have only simple web-based material for skill development and maintenance. For long duration space flights, astronauts will require sophisticated simulation tools to maintain skills. Roman Tutor addresses these challenges by providing a portable training tool that can be installed anywhere and anytime to provide “just in time” training. It incorporates a model of the system operations curriculum, a kinematic simulation of the robotics equipment, and the ISS, a high performance path planner and an automatic task demonstration generator. For each element of the curriculum that the student is supposed to master, Roman Tutor generates example tasks for the student to accomplish within the simulation environment and then monitors its progression to provide relevant feedback when needed. Although motivated by the SSRMS application, Roman Tutor remains applicable to any telerobotics system application.
Keywords :
Internet; aerospace computing; aerospace simulation; computer based training; control engineering computing; intelligent tutoring systems; manipulator kinematics; manipulators; path planning; telerobotics; ISS astronauts; Roman Tutor; SSRMS ground-based control; Web-based material; automatic task demonstration generator; intelligent simulator; international space station; just in time training; path planner; portable training tool; robotics equipment kinematic simulation; skill development; skill maintenance; space station remote manipulator system; space telerobotic system; system operations curriculum; technical support staff; telerobotics training; training staff time; tutoring system; Cameras; Planning; Robot vision systems; Three dimensional displays; Training; Trajectory; Cameras; ISS astronauts; Internet; Planning; Robot vision systems; Roman Tutor; SSRMS ground-based control; Telerobotics training; Three dimensional displays; Training; Trajectory; Web-based material; aerospace computing; aerospace simulation; automatic task demonstration generator; computer based training; control engineering computing; demonstration generation.; intelligent simulator; intelligent tutoring; intelligent tutoring systems; international space station; just in time training; manipulator kinematics; manipulators; path planner; path planning; portable training tool; robot manipulation; robotics equipment kinematic simulation; skill development; skill maintenance; space station remote manipulator system; space telerobotic system; system operations curriculum; technical support staff; telerobotics; telerobotics training; training staff time; tutoring system;
Journal_Title :
Learning Technologies, IEEE Transactions on
DOI :
10.1109/TLT.2011.19