基于比例驱动策略的无标定眼手机械臂自适应容错视觉控制

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Journal of The Franklin Institute-engineering and Applied Mathematics Pub Date : 2025-02-01 Epub Date: 2025-01-26 DOI:10.1016/j.jfranklin.2025.107557
Heng Yang , Liang Yang , Yong Chen
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引用次数: 0

摘要

针对关节处有冗余作动器的眼手机器人视觉伺服,提出了一种不需要精确标定摄像机的作动器故障自适应补偿控制方案。在控制设计中考虑了卡滞型和时变作动器故障。在此基础上,提出了一种适应冗余作动器不同输出能力的比例驱动策略。提出了一种解耦方法,在此基础上可以独立估计未知的致动器失效参数和相机参数。此外,给出了一种新的稳定性分析框架,证明了图像误差的收敛性和所有闭环信号的有界性。最后,通过仿真结果验证了该方案的有效性。
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Adaptive fault-tolerant visual control of uncalibrated eye-to-hand manipulator based on proportional-actuation strategy
In this paper, an adaptive actuator failure compensation control scheme is proposed for visual servoing of an eye-to-hand robotic manipulator with redundant actuators at joints, for which a precise calibration of camera is not required. And the stuck-type as well as time-varying actuator failures are considered in control design. Furthermore, a proportional-actuation strategy to accommodate different output capacities of the redundant actuators is newly developed. And a decoupling method is proposed, based on which the unknown actuator failure parameters and camera parameters can be estimated independently. Moreover, a novel framework for stability analysis is given, which enables us to prove the convergence of image errors and the boundedness of all closed-loop signals. Finally, the effectiveness of our scheme is validated by simulation results.
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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