滑模控制:类似PID的移动机器人轨迹跟踪实现

Pablo Proaño, L. Capito, A. Rosales, O. Camacho
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引用次数: 10

摘要

大多数控制器的设计都是基于过程模型的。一般来说,过程是非线性的,是高阶的,因此控制器的调谐参数的数量与模型阶数成比例。移动机器人模型是非线性和复杂的,使用传统的程序来设计SMC会导致非常广泛和低效的表达。因此,机器人平台将被视为一个黑盒子,其中只有输入和输出信号是已知的,并从中得到一个线性低阶模型。采用线性模型对控制器进行综合。因此,本文提出了一种利用机器人的线性低阶模型实现SMC的一般方法。所设计的控制器在使用类pid曲面的基础上对参数进行了调整,简化了实现,避免了使用机器人的完整模型。先锋3DX机器人用于测试控制器在跟踪方形轨迹时的性能。
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 Control: Implementation Like PID for Trajectory-Tracking for Mobile Robots
Most of the controllers design are based on a process model. Generally, the processes are nonlinear, of high order and thus the number of tuning parameters for the controller are in proportion to the model order. Mobile robot models are nonlinear and complex, and the use of traditional procedures to design the SMC would result in a really extensive and probably inefficient expression. For that reason, the robot platform will be treated as a black-box, where only the input and output signals are known, and from them a linear low order model obtained. The linear model is used to synthesize the controller. Therefore, this paper proposes a general approach using a linear low order model of the robot for the SMC implementation. The designed controller has tuned parameters based in the use of a PID-like surface, which simplifies the implementation and avoids the use of the complete model of the robot. A robot Pioneer 3DX is used to test the controller's performance when tracking a square trajectory.
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