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一种用于机器人辅助腹腔镜手术中控制多功能手部的人体手势映射方法:MUSHA案例

A Human Gesture Mapping Method to Control a Multi-Functional Hand for Robot-Assisted Laparoscopic Surgery: The MUSHA Case.

作者信息

Ficuciello Fanny, Villani Alberto, Lisini Baldi Tommaso, Prattichizzo Domenico

机构信息

Department of Electrical Engineering and Information Technology, University of Naples Federico II, Napoli, Italy.

Department of Information Engineering and Mathematics, University of Siena, Siena, Italy.

出版信息

Front Robot AI. 2021 Dec 10;8:741807. doi: 10.3389/frobt.2021.741807. eCollection 2021.

Abstract

This work presents a novel technique to control multi-functional hand for robot-assisted laparoscopic surgery. We tested the technique using the MUSHA multi-functional hand, a robot-aided minimally invasive surgery tool with more degrees of freedom than the standard commercial end-effector of the da Vinci robot. Extra degrees of freedom require the development of a proper control strategy to guarantee high performance and avoid an increasing complexity of control consoles. However, developing reliable control algorithms while reducing the control side's mechanical complexity is still an open challenge. In the proposed solution, we present a control strategy that projects the human hand motions into the robot actuation space. The human hand motions are tracked by a LeapMotion camera and mapped into the actuation space of the virtualized end-effector. The effectiveness of the proposed method was evaluated in a twofold manner. Firstly, we verified the Lyapunov stability of the algorithm, then an user study with 10 subjects assessed the intuitiveness and usability of the system.

摘要

这项工作提出了一种用于机器人辅助腹腔镜手术的多功能手控制新技术。我们使用MUSHA多功能手对该技术进行了测试,MUSHA多功能手是一种机器人辅助微创手术工具,其自由度比达芬奇机器人的标准商业末端执行器更多。额外的自由度需要开发适当的控制策略,以保证高性能并避免控制控制台的复杂性增加。然而,在降低控制端机械复杂性的同时开发可靠的控制算法仍然是一个悬而未决的挑战。在所提出的解决方案中,我们提出了一种将人类手部动作投影到机器人驱动空间的控制策略。人类手部动作由LeapMotion相机跟踪,并映射到虚拟末端执行器的驱动空间。所提方法的有效性通过两种方式进行了评估。首先,我们验证了算法的李雅普诺夫稳定性,然后对10名受试者进行了用户研究,评估了系统的直观性和可用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c58/8725602/7f7e87995dc8/frobt-08-741807-g001.jpg

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