Iterative manual control model of human operator

Authors
Citation
M. Arif et H. Inooka, Iterative manual control model of human operator, BIOL CYBERN, 81(5-6), 1999, pp. 445-455
Citations number
10
Categorie Soggetti
Neurosciences & Behavoir
Journal title
BIOLOGICAL CYBERNETICS
ISSN journal
03401200 → ACNP
Volume
81
Issue
5-6
Year of publication
1999
Pages
445 - 455
Database
ISI
SICI code
0340-1200(199911)81:5-6<445:IMCMOH>2.0.ZU;2-L
Abstract
In this paper, we present an iterative manual control model of a human oper ator performing some repetitive task. Various aspects of the model are disc ussed in detail. Experiments have been done to study the human capability t o perform the tasks by learning iteratively. Results of the experiments sho w the ability of the human operator to perform the tracking of a desired tr ajectory for some unknown non-linear system with quite reasonable accuracy during the iteration process. It is concluded that the human operator perfo rms the repetitive task by modifying his control action using error and err or rate in each iteration. During the modification, the human operator assi gns different weights to the error and error rate in each iteration. These results can be implemented in designing more efficient iterative learning c ontrol algorithms.