一种混沌系统的改进反演自适应模糊控制

A Modified Backstepping Adaptive Fuzzy Control for the Chaotic System

  • 摘要: 提出了一种改进的反演自适应模糊跟踪控制方法. 将模糊逻辑系统用于逼近系统中的复杂非线性函数, 将自适应改进反演方法用于构造控制器. 设计的虚拟控制函数分母不含状态变量, 可以避免由于状态变量的值接近或等于0时, 系统在某时刻可能出现的不稳定甚至振荡的情况. 采用该控制器, 能在系统参数不确定的情况下, 实现对已知信号快速跟踪. 数值仿真的结果说明了该方法的有效性.

     

    Abstract: A modified backstepping adaptive fuzzy control method is proposed. Fuzzy logic systems are used to approximate complex nonlinear functions and the modified adaptive backstepping method is applied to constructing the controller. There is no state variable in the denominator of the designed virtual control function and the instability or oscillation of the system can be avoided even when state variable values approximate or equal to zero. The proposed controller can realize the quick tracking of the reference signal when system parameters are uncertain. The efficiency of this control method is demonstrated by the numerical simulation.

     

/

返回文章
返回