计算机应用 ›› 2013, Vol. 33 ›› Issue (10): 3000-3004.

• 典型应用 • 上一篇    

一类高次随机非线性系统的自适应动态面控制

邓涛1,姚宏2,潘运亮1   

  1. 1. 空军工程大学 航空航天工程学院,西安 710038
    2. 空军工程大学 理学院,西安 710051
  • 收稿日期:2013-04-27 修回日期:2013-06-14 出版日期:2013-10-01 发布日期:2013-11-01
  • 通讯作者: 邓涛
  • 作者简介:邓涛(1984-),男,江西宜春人,博士研究生,主要研究方向:先进控制;姚宏(1963-),女,安徽六安人,教授,博士,主要研究方向:智能控制、先进飞行控制;潘运亮(1981-),男,江苏连云港人,博士研究生,主要研究方向:无人机导航、制导与控制。
  • 基金资助:
    航空科学基金资助项目;陕西省自然科学基金资助项目

Adaptive dynamic surface control for a class of high-order stochastic nonlinear systems

DENG Tao1,YAO Hong2,PAN Yunliang1   

  1. 1. College of Aeronautics and Astronautics Engineering, Air Force Engineering University, Xi’an Shaanxi 710038, China;
    2. College of Science, Air Force Engineering University, Xi’an Shaanxi 710051, China
  • Received:2013-04-27 Revised:2013-06-14 Online:2013-11-01 Published:2013-10-01
  • Contact: DENG Tao

摘要: 针对一类含非线性参数高次随机非线性系统的输出跟踪控制问题,基于自适应增加幂次积分方法,利用参数分离技术和动态面技术,给出了一种自适应光滑状态反馈控制器设计方法。利用Sigmoid函数设计参数自适应律,保证了其导数连续。将低通滤波器引入控制器设计过程,避免了“微分爆炸”现象。通过构造适当形式的控制Lyapunov函数进行稳定性分析,证明了系统输出能被依概率地调节至参考信号的邻域范围。仿真结果验证了所提控制器设计方案的有效性。

关键词: 高次随机非线性系统, 增加幂次积分方法, 动态面技术, 反推控制

Abstract: This paper concerned the output tracking problem for a class of high-order stochastic nonlinear systems. Based on the backstepping control by adding a power integrator, an adaptive smooth state-feedback dynamic surface controller was proposed. The derivative of the designed adaption law was continuous by making use of the Sigmoid function. “Explosion of complexity” phenomenon in the adding a power integrator method design was eliminated by introducing a filter at each step of the recursive procedure and employing the dynamic surface control. The stability analysis was carried out by choosing an appropriate conol Lyapunov function. And its results show that the output can be regulated to the small neighborhood of the reference signal in probability. The results of a simulation example demonstrate the effectiveness of the proposed adaptive smooth state-feedback dynamic surface controller.

Key words: high-order stochastic nonlinear system, adding a power integrator method, dynamic surface control, backstepping control

中图分类号: