机器人辅助超声检测系统的变速率自适应混合位置-阻抗控制

IF 1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Mechanical Sciences Pub Date : 2022-06-20 DOI:10.5194/ms-13-559-2022
Z. Xie, Zheng Yan
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引用次数: 0

摘要

摘要机器人超声在减少超声医师的工作量、改善护理、产生更准确的成像以及避免与患者直接接触方面具有巨大的潜力。然而,在超声扫描过程中,传统的超声机手动控制方案无法同时考虑瞬时接触力超调和稳态力跟踪误差问题,这对提高图像质量和确保患者安全非常重要。本文提出了一种可变速率自适应混合位置-阻抗控制策略,用于超声机器人操作员对腹部进行横向扫描。为了保证超声机器人在具有参数不确定性和外部干扰的位置子空间中的稳定性,设计了一种自适应逆位置控制器。在力子空间扫描过程中,精心设计了可变自适应阻抗控制方案,避免了力超调,保证了力跟踪的准确性。与经典的阻抗实现不同,动态更新速率是通过力传感器反馈更新阻抗特性,减少超调量,保持机器人系统在任务过程中的稳定性和准确性。通过对不同自适应控制方案的比较研究,讨论了所提出的可变速率自适应阻抗控制策略的有效性。在虚拟机器人实验环境V-rep中对所提控制方案进行了验证。仿真和实验结果表明,所提出的可变速率自适应位置阻抗混合控制方案在机器人辅助超声成像中具有较好的应用前景和效率。
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Varying rate adaptive hybrid position–impedance control for robot-assisted ultrasonic examination system
Abstract. Robot ultrasound has great potential for reducing the workload of a sonographer, improving the access to nursing care, producing more accurate imaging, and avoiding direct contact with patients. However, in the process of ultrasonic scanning, the traditional manual control scheme of the ultrasonic machine cannot simultaneously consider the problems of instantaneous contact force overshoot and steady-state force-tracking error, which is very important to improve image quality and ensure patient safety. In this paper, we proposed a varying rate adaptive hybrid position–impedance control strategy, which is used for the ultrasonic robot operator to scan the abdomen transversely. In order to ensure the stability of ultrasonic robot in the position subspace with parameter uncertainty and external interference, an adaptive inverse position controller is designed. In the scanning process of force subspace, a variable adaptive impedance control scheme is carefully designed to avoid force overshoot and keep the accuracy of the force tracking. Different from the classical impedance realization, the dynamic update rate is to update the impedance characteristics through force sensor feedback, reduce overshoot, and keep the stability and accuracy of the robot system during the task. Through the comparative study of different adaptive control schemes, the effectiveness of the proposed variable rate adaptive impedance control strategy was discussed. The proposed control scheme was verified in the virtual robot experimental environment, V-rep. Simulation and experimental results show that the proposed variable rate adaptive position impedance hybrid control scheme is more promising and efficient in robot-assisted ultrasound imaging.
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来源期刊
Mechanical Sciences
Mechanical Sciences ENGINEERING, MECHANICAL-
CiteScore
2.20
自引率
7.10%
发文量
74
审稿时长
29 weeks
期刊介绍: The journal Mechanical Sciences (MS) is an international forum for the dissemination of original contributions in the field of theoretical and applied mechanics. Its main ambition is to provide a platform for young researchers to build up a portfolio of high-quality peer-reviewed journal articles. To this end we employ an open-access publication model with moderate page charges, aiming for fast publication and great citation opportunities. A large board of reputable editors makes this possible. The journal will also publish special issues dealing with the current state of the art and future research directions in mechanical sciences. While in-depth research articles are preferred, review articles and short communications will also be considered. We intend and believe to provide a means of publication which complements established journals in the field.
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