32th Congress of the International Council of the Aeronautical Sciences

06.1 - Flight Dynamics and Control (Control & Modelling)

BAYESIAN APPROACH TO SIMULTANEOUS STATIC AND DYNAMIC FLIGHT CHARACTERISTICS MODELING

M. Naruoka, JAXA, Japan

An advanced Bayesian method to model flight characteristics of aircraft with real flight data is proposed. The method overcomes difficulties which arises in estimation of both static and dynamic characteristics simultaneously. The key feature of the method is to use a statistical model having components associated with time series analysis and model selection.


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