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具有输出约束和死区输入的不确定机器人系统的时变反馈跟踪控制

Tracking control via time-varying feedback for an uncertain robotic system with both output constraint and dead-zone input.

作者信息

Li Jian, Liang Yuqi, Wu Zhaojing

机构信息

School of Mathematics and Information Sciences, Yantai University, Yantai, 264005, PR China.

出版信息

ISA Trans. 2024 Nov;154:147-159. doi: 10.1016/j.isatra.2024.08.028. Epub 2024 Aug 28.

DOI:10.1016/j.isatra.2024.08.028
PMID:39214756
Abstract

This paper is devoted to the tracking control for an uncertain robotic system with both output constraint and dead-zone input. Remarkably, the distinctive characters of the system are reflected by system uncertainties and output constraint. First, more serious uncertainties are involved since unknown nonlinear dynamic matrices, external disturbance and the dead-zone input (see unknown slopes and break points therein) are simultaneously considered, but those of the related literature are not. Second, weaker conditions on the output constraint are allowed since the constraint functions considered are only first but not more order continuously differentiable while any their time derivatives are not necessarily available for feedback. This leads to the incapability of the traditional control schemes on this topic. To solve the control problem, a novel control framework is proposed based on time-varying feedback which overcomes the serious system uncertainties while relaxes the conditions on output constraints. Specifically, a state transformation with a time-varying gain is first introduced to derive a new system. Then, by using the traditional backstepping method with the introduction of the time-varying gain in the estimations of some uncertain terms, a time-varying feedback controller is explicitly designed, which ensures that all the states of the resulting closed-loop system are bounded while system output asymptotically tracks the reference signal without any violation of the output constraint. Finally, simulation results for two practical examples are provided to validate the effectiveness of the proposed theoretical results, and moreover, a comparison with PID method is given to show the superiority of the proposed method on tracking accuracy and robustness.

摘要

本文致力于研究具有输出约束和死区输入的不确定机器人系统的跟踪控制问题。值得注意的是,系统的不确定性和输出约束体现了该系统的独特特性。首先,由于同时考虑了未知非线性动态矩阵、外部干扰和死区输入(见其中未知的斜率和断点),所以涉及的不确定性更为严重,而相关文献中并未如此。其次,由于所考虑的约束函数仅是一阶连续可微而非更高阶连续可微,且其任何时间导数不一定可用于反馈,因此对输出约束的条件要求较弱。这导致传统控制方案无法解决该问题。为解决控制问题,提出了一种基于时变反馈的新型控制框架,该框架克服了严重的系统不确定性,同时放宽了输出约束条件。具体而言,首先引入具有时变增益的状态变换以得到一个新系统。然后,通过在一些不确定项的估计中引入时变增益使用传统的反步法,明确设计了一个时变反馈控制器,该控制器确保所得闭环系统的所有状态都是有界的,同时系统输出渐近跟踪参考信号,且不会违反输出约束。最后,给出了两个实际例子的仿真结果以验证所提理论结果的有效性,此外,与PID方法进行了比较以表明所提方法在跟踪精度和鲁棒性方面的优越性。

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