用于四旋翼机线性和非线性轨迹跟踪的滑模控制器

Q1 Mathematics
Hocine Loubar, R. Boushaki, Ayoub Aouati, M. Bouanzoul
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引用次数: 0

摘要

在过去的几十年里,无人机(UAV)四旋翼机已被广泛用于许多应用;此外,还提出了各种建模和控制技术。四旋翼机控制器设计中遇到的挑战之一是,它是一个高度耦合的非线性多变量系统。它也被称为欠驱动系统,因为它使用四个致动器来控制六个自由度。本文采用牛顿-欧拉方法建立了四旋翼机的非线性动力学模型。然后设计了SMC和PD控制器,以研究四旋翼机的线性和非线性轨迹跟踪能力。为了研究两个控制器的性能,还进行了阶跃输入响应测试。利用边界层求解技术最小化了SMC控制器的颤振效应,并利用遗传算法对PD和SMC控制器的参数进行了调整,以获得更好的性能。使用MATLAB Simulink进行仿真,并对这两种技术进行比较,以评估它们的动态性能和跟踪能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sliding Mode Controller for Linear and Nonlinear Trajectory Tracking of a Quadrotor
During the last decades, Unmanned Aerial Vehicles (UAV) quadrotors have been widely used for many applications; furthermore, various techniques for their modelling and control have been proposed. Among the challenges encountered in the design of controllers for a quadrotor is the fact that it is a highly coupled and nonlinear multivariable system. It is also known as being an under-actuated system because it uses four actuators to control six degrees of freedom. In this work, the nonlinear dynamic model of the quadrotor is formulated using the Newton-Euler method. Then SMC and PD controllers are designed in order to investigate linear and nonlinear trajectory tracking capabilities of the quadrotor. Step input response tests are also performed in order to study the performance of both controllers. Chattering effect of SMC controller is minimized using the boundary layer solution technique and genetic algorithm (GA) is used to tune the parameters of both PD and SMC controllers for better performance. The simulation is carried out  using MATLAB Simulink and both techniques are compared in order to evaluate their dynamic performance and tracking capabilities.
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来源期刊
International Review of Automatic Control
International Review of Automatic Control Engineering-Control and Systems Engineering
CiteScore
2.70
自引率
0.00%
发文量
17
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