Title :
Transmission delay analysis in heavy delayed digital systems: a prototypical solution
Author :
Avizzano, C.A. ; Bergamasco, M. ; Casalino, G.
Author_Institution :
Scuola Normale Superiore, Pisa, Italy
Abstract :
This paper presents a new control model, ideal for teleoperation, which takes into account the problems arising with heavily delayed communicating systems. This is done with the help of a general purpose neural network and a specific dedicated training structure which is able to train the network and to minimize the network errors due to convergence problems. The principal aim of this model is to give more stability to the data flux reducing the uncertainties due to a variable delay present in the communication support
Keywords :
delays; digital communication; feedforward neural nets; manipulators; multilayer perceptrons; telerobotics; convergence problems; dedicated training structure; general purpose neural network; heavily delayed communicating systems; network errors; teleoperation; transmission delay analysis; Convergence; Delay effects; Delay systems; Digital systems; Internet; Master-slave; Neural networks; Prototypes; Signal processing; Working environment noise;
Conference_Titel :
Intelligent Robots and Systems '96, IROS 96, Proceedings of the 1996 IEEE/RSJ International Conference on
Conference_Location :
Osaka
Print_ISBN :
0-7803-3213-X
DOI :
10.1109/IROS.1996.568993