Publication detail

Parameter Identification for Pilot Behaviour Model Using the MATLAB System Identification Toolbox

JIRGL, M. OBŠILOVÁ, L. BOŘIL, J. JALOVECKÝ, R.

Original Title

Parameter Identification for Pilot Behaviour Model Using the MATLAB System Identification Toolbox

Czech Title

Identifikace parametrů modelu chování pilota pomocí MATLAB System Identification Toolbox

English Title

Parameter Identification for Pilot Behaviour Model Using the MATLAB System Identification Toolbox

Type

conference paper

Language

en

Original Abstract

This paper shows one possible way of using MATLAB® System Identification Toolbox when identifying parameters for human (a pilot) behaviour model. Based on these parameters and their changes in time, it is possible to analyse the pilot’s individual dynamic properties representing their abilities, capabilities and skills. Input data for this identification tool and their consequent analysis are time profiles of real pilot responses acquired during tests on various flight simulators.

Czech abstract

Článek představuje možné využití nástroje MATLAB® System Identification Toolbox pro identifikaci parametrů modelů chování člověka – pilota. Na základě hodnot těchto parametrů a pozorování jejich změn v čase je pak možné analyzovat dynamické vlastnosti jednotlivých pilotů související s jejich schopnostmi, možnostmi a dovednostmi. Vstupními daty pro identifikaci a následnou analýzu jsou průběhy získané měřením reakcí reálných pilotů s využitím různých leteckých simulátorů.

English abstract

This paper shows one possible way of using MATLAB® System Identification Toolbox when identifying parameters for human (a pilot) behaviour model. Based on these parameters and their changes in time, it is possible to analyse the pilot’s individual dynamic properties representing their abilities, capabilities and skills. Input data for this identification tool and their consequent analysis are time profiles of real pilot responses acquired during tests on various flight simulators.

Keywords

Flight Simulators; Pilot Training; Human Behavior Model; MATLAB®; System Identification Toolbox

Released

31.05.2017

Publisher

Brno: University of Defence

Location

Brno

ISBN

978-1-5386-1988-9

Book

Conference Proceedings of International Conference on Military Technology (ICMT'2017)

Pages from

582

Pages to

587

Pages count

6

BibTex


@inproceedings{BUT137220,
  author="Miroslav {Jirgl} and Lucie {Obšilová} and Rudolf {Jalovecký}",
  title="Parameter Identification for Pilot Behaviour Model Using the MATLAB System Identification Toolbox",
  annote="This paper shows one possible way of using MATLAB® System Identification Toolbox when identifying parameters for human (a pilot) behaviour model. Based on these parameters and their changes in time, it is possible to analyse 
the pilot’s individual dynamic properties representing their abilities, capabilities and skills. Input data for this identification tool and their consequent analysis are time profiles of real pilot responses acquired during tests on various flight simulators.",
  address="Brno: University of Defence",
  booktitle="Conference Proceedings of International Conference on Military Technology (ICMT'2017)",
  chapter="137220",
  doi="10.1109/MILTECHS.2017.7988824",
  howpublished="electronic, physical medium",
  institution="Brno: University of Defence",
  year="2017",
  month="may",
  pages="582--587",
  publisher="Brno: University of Defence",
  type="conference paper"
}