Browse > Article

Attitude Control of Helicopter Simulator System Using GA-PID Controller  

성상규 ((주)한국항공우주산업)
이준탁 (동아대학교 전기전자컴퓨터공학)
박두환 (동아대학교 대학원 전기공학과)
Abstract
The Helicopter system has a non-linearity and complexity. Futhermore, because of absence of its correct mathematical model. it is difficult to control accurately its attitudes for elevation angle and azimuth one. Therefore, we proposed a GA-PID control technique to control these angles efficiently. The proposed GA-PID controller can systematically generate optimal PID parameters by applying GA theory to a helicopter attitude control system. Through the computer simulation, the GA-PID technique shows better attitude control characteristic than traditional PID control technique.
Keywords
Helicopter Simulator; System Identification; Genetic Algorithm(GA ); GA-PID controller; Attitude control;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Control Design for a Helicopter Lab Process /
[ Mats Akesson;Erik Gustafson;Karl Henrik Johansson ] / 13th IFAC Triennial World Congress
2 Helicopter Adaptive Flight Control Using Neural Networks /
[ A.J.Calise;B.S.Kim;J.Leitner ] / Proceedings of the 33rd Conference on Decision and Control
3 A Two-time-scale Controller for a Differentially Cross-coupled system /
[ P.Mullhaupt;B.Srinivasan;D.Bonvin ] / Proceedings of the American Control Conference Albuquerque
4 A Hybrid Method for Parameter Tuning of PID Controllers /
[ Chia-Ju Wu;Ching-Huo Huang ] / J Franklin Inst.
5 Learning internal representation by error propagation /
[ Rumelhart,D.E.;Hinton,G.E.;Williams,R.J. ] / Paraller Distributed Processing
6 Asymptotic variances expressions afor identified black-box transfer function modes /
[ L.Ljung ] / IEEE Trans. Automatic Control
7 Robust Hover Control for a Model Helicopter /
[ Pascale Bendotti;John C. Morris ] / Proceedings of the American Control Conference Seattle
8 /
[ Mitsuo Gen;Runwei Cheng ] / Genetic Algorithms & Engineering Design
9 Asymptotic properties of black-box identification of transfer functions /
[ L.Ljung;Z.D.Yuan ] / IEEE Trans. Autom. Control
10 /
[ David E. Goldberg ] / Genetic Algorithms in Searching, Optimization & Machine Learning
11 A discrete-time decoupling scheme for a differentially cross-coupled system /
[ B.Srinivasan;P.Mullhaupt;T.Baumann;D.Bonvin ] / 13th IFAC Triennial World Congress
12 Helicopter Adaptive Flight Control Using Neural Network /
[ A.J.Calise;J.V.R.Prasad ] / Proceedings of the 33rd Conference on Decision and Control
13 A multilayed neural network controller /
[ D.P.Salts;A.sideris;A.A.Yamamura ] / IEEE Control system Magazine
14 Fuzzy model identification and self-learning for dynamic system /
[ M.Sugeno;T.Yasukawa ] / IEEE Trans. Fuzzy Syst.   ScienceOn
15 Selection in Massiviely Parallel Genetic Algorithm /
[ Collins,R.;Jefferson,D. ] / Proc. 4th International Conf. on Genetic Algorithms