用于医疗干预的电磁致动软系机器人的鲁棒自适应动态控制

IF 5.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Chengxiang Liu , Yehui Li , Zhiwei Cui , Heng Zhang , Yichong Sun , Zheng Li
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引用次数: 0

摘要

电磁致动软系留机器人(EASTR)因其体积小巧、侵入性极低,在医疗干预应用中展现出巨大的潜力。然而,它们固有的非线性行为和对意外干扰的敏感性为实现稳健的控制性能带来了挑战。为解决这一问题,本文首先建立了 EASTR 的动态模型,其中包括磁头的致动模型和软系绳的动态模型。随后,设计了一种稳健的自适应动态控制器,以补偿所建立动态模型的不准确性,从而确保稳健的控制性能。所提出的方法集成了基于 Lyapunov 方法的自适应法则,可有效处理时变参数和干扰。实验结果表明,在轨迹跟踪任务中,所提出的方案具有出色的控制精度,与被动方案和经典的比例-衍生控制相比,性能更加优越。这项研究为提高 EASTR 在医疗实践中各种应用的控制能力提供了宝贵的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust adaptive dynamic control of electromagnetically actuated soft-tethered robots for medical intervention
Electromagnetically actuated soft-tethered robots (EASTRs) exhibit significant potential for medical intervention applications due to their compact size and minimal invasiveness. However, their inherent nonlinear behavior and susceptibility to unexpected disturbances present challenges for achieving robust control performance. To address this issue, in this paper, a dynamic model for EASTRs is first established, which encompasses the actuation model of the magnetic tip and the dynamic model of the soft tether. Subsequently, a robust adaptive dynamic controller is designed to compensate for the inaccuracy of the established dynamic model, thus ensuring robust control performance. The proposed approach integrates adaptive laws based on the Lyapunov method to effectively handle time-varying parameters and disturbances. Experimental results present an excellent control accuracy of the proposed scheme in trajectory tracking tasks, showcasing its superior performance compared to passive schemes and classical proportional–derivative control. This research contributes valuable insights into advancing the control capabilities of EASTRs for diverse applications in medical practices.
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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