Control of Nonlinear System using WAVENET

WAVENET을 이용한 비선형 시스템의 제어

  • 박두환 (동의공업고등학교 전기제어과) ;
  • 김경엽 (동아대학교 대학원 전기공학과 지능제어연구실) ;
  • 이준탁 (동아대학교 전기공학과)
  • Published : 2005.06.26

Abstract

The helicopter system is non-linear and complex. Futhermore, because of absence of accurate mathematical model, it is difficult accurately to control its attitude. therefore, we propose a WAVENET control technique to control efficiently its elevation angle and azimuth one. Wavelet neural network(WAVENET) can construct systematically initial neural network as applying wavelet theory to feedforward network. It is proved through computer simulation that WAVENET has more excellent approximation capability than existing neural network. The simulation results using MATLAB are introduced.

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