DocumentCode
2316100
Title
Long distance telerobotics in hostile environment
Author
Apolloni, Bruno ; Moise, Adrian
Author_Institution
Milan Univ., Italy
Volume
5
fYear
2000
fDate
2000
Firstpage
152
Abstract
We present a preliminary project for a remote control in hostile environment. The main constraint is represented by the communication time, that we evaluated of two orders higher than the inner clock of the control system. We overcome this difficulty giving a short-term autonomy to our system. Namely, we configure the control system as a neural network on board the robot that reacts to external stimuli. A copy of the network is in the remote control station. Here a workstation periodically identifies the system dynamics, the robot environment and the optimal control strategy. The strategy is translated in a proper selection of the free parameters of the neural network. The values of these parameters are transmitted as remote control action to the robot neural network. The feasibility of this project is discussed in concern of a very simple robot running in the Oil and Gas University of Ploiesti and usual training techniques operating in the University of Milan. Those universities will be the remote control terminals
Keywords
neural nets; telerobotics; hostile environment; neural network; optimal control; remote control; robot environment; robot neural network; short-term autonomy; telerobotics; Communication system control; DC motors; Microcomputers; Mobile robots; Neural networks; Pulse amplifiers; Robot control; Robot sensing systems; Telerobotics; Temperature sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2000. IJCNN 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on
Conference_Location
Como
ISSN
1098-7576
Print_ISBN
0-7695-0619-4
Type
conf
DOI
10.1109/IJCNN.2000.861450
Filename
861450
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