Filter optimization and sensitivity analysis of pilot behavior tested on flight simulator

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG43__%2F14%3A00532397" target="_blank" >RIV/60162694:G43__/14:00532397 - isvavai.cz</a>

Result on the web

<a href="http://vavtest.unob.cz/registr" target="_blank" >http://vavtest.unob.cz/registr</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Filter optimization and sensitivity analysis of pilot behavior tested on flight simulator

Original language description

This paper describes another option for the evaluation and analysis of data measured on flight simulator using alternative human behavior models - human as a pilot while flying an aircraft. The measured data was then mathematically analyzed in the MATLAB® environment, providing the input and output data for the filter optimization. Paper also describes the original method of mathematical human behavior model sensitivity analysis, or more precisely, pilot's response to a sudden change of flight altitude. The model is in the form of a rational fraction function of 2nd order and is used for all practical experiments. Individual coefficients of the transfer function represent the pilot's ability to fly the aircraft, i.e. all the coefficients have a specific and practical meaning. The main aim of this paper is optimal filter design with obtaining the best transfer function parameters and analyzing relative sensitivities of all the transfer function coefficients of the pilot's behavior model. Another aim of this paper is to determine coefficient ranges of the pilot's behavior model for further practical use. Due to the measurements, filter optimization and sensitivity analysis the pilot behavior model can obtain more realistic shape useful in the aircraft's flight control systems at an early stage of its development.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

KA - Militarism

OECD FORD branch

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Project

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Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2014

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

International Journal of Mathematics and Computers in Simulation

ISSN

1998-0159

e-ISSN

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Volume of the periodical

8

Issue of the periodical within the volume

1/2014

Country of publishing house

US - UNITED STATES

Number of pages

8

Pages from-to

31-38

UT code for WoS article

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EID of the result in the Scopus database

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