反推
控制理论(社会学)
模糊逻辑
跟踪误差
李雅普诺夫函数
Lyapunov稳定性
计算机科学
滤波器(信号处理)
控制器(灌溉)
模糊控制系统
双曲函数
数学
自适应控制
非线性系统
控制(管理)
人工智能
量子力学
生物
物理
数学分析
计算机视觉
农学
作者
Wenqian Liu,Xianghong Cheng,Jingjing Zhang
标识
DOI:10.1016/j.jfranklin.2022.10.042
摘要
This paper presents an adaptive fuzzy integral backstepping control strategy combined with command filter to solve trajectory tracking problem of quadrotor unmanned aerial vehicle (UAV). By using Fuzzy logic system to approximate uncertain disturbance. The tracking error integral term is introduced to reduce the steady-state tracking error. The backstepping approach is combined with the command filter to solve the “computational explosion” problem, and the error compensation mechanism is introduced to reduce the influence of filtering error. The hyperbolic tangent function is used to solve the problem of input saturation. By choosing the appropriate Lyapunov function to calculate the adaptive law for tuning the adjustable parameters of the fuzzy logic system. Morever, the stability of the controller is analyzed by using Lyapunov stability theory. Numerical simulation results are provided to illustrate the effectiveness and superiority of the proposed control method.
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