Date of Award
9-2006
Document Type
Thesis
Degree Name
Master of Science
Department
Department of Aeronautics and Astronautics
First Advisor
David R. Jacques, PhD
Abstract
This research presents the method of Linear Regression as a parameter identification method to determine the longitudinal dimensional stability derivatives of a tactical missile. Missile flight histories are characterized by rapid accelerations, rapidly changing mass property characteristics with often short flight times. These characteristics make accurate parameter estimation of the missile aerodynamics more challenging than for aircraft. The simulation used for this research was created in MATLAB/SIMULINK based on the missile trajectory program, TRAP. The aerodynamic data for the 6- DoF missile model was based on a supersonic, tail controlled missile similar to an AIM-9X missile. Two command input types were investigated for excitation of the system modes. This research shows that linear regression can be used successfully in determining longitudinal dimensional stability derivatives of a tactical missile in flight when using a control input form with higher frequency modulations, such as band-limited or filtered white noise.
AFIT Designator
AFIT-GAE-ENY-06-S12
DTIC Accession Number
ADA456575
Recommended Citation
Powers, Kelly S., "Parameter Estimation of a Tactical Missile using Linear Regression" (2006). Theses and Dissertations. 3586.
https://scholar.afit.edu/etd/3586