27th Congress of International Council of the Aeronautical Sciences, 19 - 24 September 2010, Nice, France
Paper ICAS 2010-5.4.3

ADAPTIVE CONTROL USING SUPPORT VECTOR REGRESSION FOR HYPERSONIC AIRCRAFT CONTROL SYSTEM

J. Shin, H. J. Kim, Y. Kim, M. -J. Tak*
Seoul National Univ., Korea; *KAIST, Korea

Keywords: support vector regression, feedback linearization, adaptive control, hypersonic aircraft

This paper presents support vector regression-based adaptive controller for a hypersonic aircraft. A nominal dynamics of the hypersonic airplane is trained off-line using SVR, and online adaptation algorithm of the off-line trained SVR is proposed. Stability of the overall system is analyzed by Lyapunov. Numerical simulations validate the proposed approach.

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