FAS-Based Anti-Disturbance Stabilization Control of Nonholonomic Systems: Theory and Experiment

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yang Gao;Zhongcai Zhang;Peng Huang;Yuqiang Wu
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引用次数: 0

Abstract

This article considers the control issue for chained nonholonomic systems in the presence of disturbances and model uncertainties. The original system is a cascaded form with two subsystems. In the proposed algorithm, the first subsystem is designed to be exponentially stable, while the second is reformulated into a fully actuated system (FAS) with some states remaining unavailable. Consequently, state feedback control of the original system is transformed into output feedback control of FAS. An effective observer based on Fourier transform technique is presented to simultaneously estimate states and disturbances. Then, output feedback control and relay-switching-based control are proposed to achieve exponential or asymptotical convergence of the states. Finally, simulation and experiment results are presented to illustrate the efficacy of the proposed strategy. Note to Practitioners—Nonholonomic systems, exemplified by wheeled robots, are ubiquitous in engineering applications. This paper is motivated by the practical requirements of the stabilization control tailored to such systems. Nonholonomic systems often face complex scenarios with disturbances. For example, when a wheeled robot is parking in the snow fields, skidding and slipping may occur. Handling uncertainty and disturbance increases the challenge to the control task. Furthermore, onboard computers typically have limited computing power, thereby requiring straightforward and concise control algorithms. To meet these requirements, this paper introduces the framework of FAS, which eliminates the need for conventional recursive design procedures. Consequently, two controllers are presented: the output-feedback-based controller and the state-feedback-based controller. Both two controllers offer robustness, low complexity, and strong ability in disturbance rejection, making them suitable for practical applications. On the other hand, the controllers can not only be deployed independently to meet specific requirements, but can also be combined into a relay-switching-based strategy. This strategy is a two-stage control scheme. In the first stage, accurate parameter identification is performed while the output feedback controller maintains primary control performance. Once precise parameters are obtained, the output feedback controller seamlessly transitions to the state feedback controller, achieving higher control accuracy. Overall, this approach balances the control effectiveness with the computational efficiency, addressing the practical needs of stabilization control in nonholonomic systems.
基于 FAS 的非全局系统抗干扰稳定控制:理论与实验
研究了存在扰动和模型不确定性的链式非完整系统的控制问题。原来的系统是一个有两个子系统的级联形式。在该算法中,第一个子系统被设计成指数稳定的,而第二个子系统被重新表述为一个完全驱动系统(FAS),其中一些状态仍然不可用。从而将原系统的状态反馈控制转化为FAS的输出反馈控制。提出了一种基于傅里叶变换技术的有效观测器,用于同时估计系统的状态和扰动。然后,提出了输出反馈控制和基于继电器开关的控制,以实现状态的指数或渐近收敛。最后,通过仿真和实验验证了所提策略的有效性。从业人员注意事项——非完整系统,如轮式机器人,在工程应用中无处不在。本文的出发点是针对此类系统的稳定控制的实际要求。非完整系统经常面临具有干扰的复杂情况。例如,当轮式机器人在雪地上停车时,可能会发生打滑和打滑。对不确定性和干扰的处理增加了控制任务的难度。此外,机载计算机通常具有有限的计算能力,因此需要直接和简洁的控制算法。为了满足这些要求,本文引入了FAS框架,该框架消除了传统递归设计过程的需要。因此,提出了两种控制器:基于输出反馈的控制器和基于状态反馈的控制器。两种控制器均具有鲁棒性好、复杂度低、抗扰能力强等特点,适合实际应用。另一方面,控制器不仅可以独立部署以满足特定要求,还可以组合成基于继电器切换的策略。该策略是一种两阶段控制方案。在第一阶段,在输出反馈控制器保持初始控制性能的同时,进行精确的参数辨识。一旦获得精确的参数,输出反馈控制器无缝过渡到状态反馈控制器,实现更高的控制精度。总的来说,该方法平衡了控制效果和计算效率,解决了非完整系统稳定控制的实际需要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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