Title :
Parameter Estimation using Large Amplitude Data from Real Time Simulator of an Aircraft
Author :
Basappa ; Singh, Jatinder ; Raol, J.R.
Author_Institution :
Flight Mech. & Control Div., Nat. Aerosp. Labs., Bangalore
Abstract :
The usual method of estimating parameters from flight data is through analysis of small amplitude maneuvers. However, this approach generally leads to a limited coverage of the flight envelope. Analysis of data from large amplitude maneuvers is known to provide estimates over a wider range of angle of attack and sideslip. In this paper, lateral-directional aerodynamic derivatives of a highly augmented fighter aircraft are estimated by applying data partitioning and regression techniques to large amplitude data generated from real time simulator. The estimated derivatives are compared with the reference derivative values and the merits and limitations of the technique discussed
Keywords :
aerospace computing; aerospace simulation; military aircraft; military computing; parameter estimation; real-time systems; regression analysis; augmented fighter aircraft; data partitioning; flight data analysis; large amplitude maneuvers; lateral-directional aerodynamic derivatives; parameter estimation; real time aircraft simulator; reference derivative values; regression techniques; Aerodynamics; Aerospace control; Aerospace simulation; Amplitude estimation; Analytical models; Data analysis; Data mining; Laboratories; Military aircraft; Parameter estimation;
Conference_Titel :
Electrical and Computer Engineering, 2006. CCECE '06. Canadian Conference on
Conference_Location :
Ottawa, Ont.
Print_ISBN :
1-4244-0038-4
Electronic_ISBN :
1-4244-0038-4
DOI :
10.1109/CCECE.2006.277559