Abstract
Modeling human operator's behavior as a controller in a closed-loop control system finds applications in different areas such as training of operators by expert operator's model, tele-operation or developing warning systems for drivers. In this paper, first, an experimental setup has been developed for collecting data from human operators as they controlled a process with a DC motor, using the mouse interface on the Matlab environment. Low-order ARX models are proposed for human operator modeling. Replacing the operator by a stand-alone human controller model was one of the validation methods. Experimental results are shown to evaluate the performance of the proposed approach for human low-order modeling.
Original language | Unknown |
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Title of host publication | IEEE |
Pages | 515 - 520 |
ISBN (Electronic) | 978-1-4673-2693-3 |
DOIs | |
Publication status | Published - 1 Jan 2012 |
Event | IEEE 16th International Conference on Intelligent Engineering Systems - Duration: 1 Jan 2012 → … |
Conference
Conference | IEEE 16th International Conference on Intelligent Engineering Systems |
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Period | 1/01/12 → … |