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四轴飞行器串级ADRC轨迹跟踪控制 被引量:3

Trajectory tracking control for quadrotor based on cascaded ADRC
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摘要 四轴飞行器是一个欠驱动系统,具有非线性、强耦合、易受干扰等特点,为此本文设计了一种串级自抗扰控制器(ADRC),并采用改进粒子群算法进行控制器参数自整定。串级ADRC的外环为位置控制环,内环为姿态角控制环。为避免外环产生的高频信号噪声不利于内环控制,外环采用线性ADRC,而内环采用非线性ADRC。Simulink仿真结果表明,该方法对四轴飞行器轨迹跟踪具有良好的控制效果,并能有效抑制外部干扰。 Quadrotor is a typical underactuated system with such characteristics as non-linearity,strong coupling and susceptibility to disturbance. Therefore,a cascaded controller based on active disturbance rejection control (ADRC) technology is designed and an improved particle swarm algorithm is used for the controller’ s parameter self-tuning. The outer loop of cascaded ADRC controls the quadrotor’s position coordinates,and the inner one controls its attitude angles. To prevent the high-frequency signal noise caused by the outer loop from disturbing the inner-loop control,the outer and inner loops adopt linear and non-linear ADRC,respectively. Simulation results by Simulink software prove that the proposed method has good control performance in quadrotor trajectory tracking and can suppress external interference effectively.
作者 胡文华 曹仁赢 Hu Wenhua;Cao Renying(School of Electrical and Automation Engineering,East China Jiaotong University,Nanchang 330013,China)
出处 《武汉科技大学学报》 CAS 北大核心 2019年第4期299-304,共6页 Journal of Wuhan University of Science and Technology
基金 国家自然科学基金资助项目(51567009) 江西省教育厅科学技术研究一般项目(GJJ160492)
关键词 四轴飞行器 自抗扰控制 轨迹跟踪 粒子群算法 参数自整定 SIMULINK仿真 quadrotor ADRC trajectory tracking particle swarm algorithm parameter self-tuning Simulink simulation
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  • 1韩京清.自抗扰控制技术[J].前沿科学,2007,1(1):24-31. 被引量:468
  • 2刘建华,樊晓平,瞿志华.一种惯性权重动态调整的新型粒子群算法[J].计算机工程与应用,2007,43(7):68-70. 被引量:49
  • 3韩京清.自抗扰控制技术[M].北京:国防工业出版社.2008.
  • 4纪震,廖惠连,昊青华.粒子群算法及应用[M].北京:科学出版社,2010.
  • 5Eberhart R C, Kennedy J. A new optimizer using particle swarm theory[C] ffProeeedings of the Sixth International Symposium on Micro Machine and Human Science. Japan: Na-goya, 1995: 39-43.
  • 6Kennedy J, Eberhart R C. Particle swarm optimization[C] ff Proceedings of the IEEE International Conference on Neural Networks. Piseataway: IEEE, 1995 1942-1948.
  • 7Shi Y,Eberhart R C. A modified particle swarm optimizer[C]// IEEE World Congress on Computational Intelligence. Piscat- away: IEEE, 1998 : 69-73.
  • 8周黎妮,唐国金,李海阳.航天器姿态机动的自抗扰控制器设计[J].系统工程与电子技术,2007,29(12):2122-2126. 被引量:23
  • 9Madani T, Benallegue A.Backstepping control for a quadrotor helicopter[C]//2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.Piscataway, NJ:IEEE Press, 2006:3255-3260.
  • 10Salih A L, Moghavvemi M, Mohamed H A F, et al.Flight PID controller design for a UAV quadrotor[J].Scientific Research and Essays, 2010, 5(23):3660-3667.

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