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基于生物力学模型的仿人机器人静脉穿刺方法研究

Research on Robotic Humanoid Venipuncture Method Based on Biomechanical Model.

作者信息

He Tianbao, Guo Chuangqiang, Liu Hansong, Jiang Li

机构信息

State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin, 150001 China.

出版信息

J Intell Robot Syst. 2022;106(1):31. doi: 10.1007/s10846-022-01738-6. Epub 2022 Sep 17.

Abstract

Automatic venipuncture robots are expected to replace manual venipuncture methods owing to their high control precision, steady operation, and measurable perception. However, the lack of perception of the venipuncture status in the human body leads to an increased risk and failure rate, which further restricts the development of such robots. To address this, we propose a humanoid venipuncture method guided by a biomechanical model to imitate human sensations and feedback. This method intends to perceive the venipuncture status and improve the performance of the venipuncture robot. First, this study establishes a biomechanical venipuncture model, which thoroughly considers the elastic deformation, cutting, and friction of tissues and can be applied to different venipuncture conditions. Then, venipuncture simulations and in vitro phantom experiments are performed under various settings to analyze and validate the model. Finally, to evaluate the robotic humanoid venipuncture method, we apply the method to a self-developed six-degree-of-freedom venipuncture robot via rabbit ear veins with a success rate of approximately 90%. This work demonstrates that the humanoid venipuncture method based on the biomechanical model is practical and rapid in processing simple information in venipuncture robots.

摘要

自动静脉穿刺机器人因其控制精度高、运行稳定和具备可测量感知能力,有望取代手动静脉穿刺方法。然而,缺乏对人体静脉穿刺状态的感知会导致风险和失败率增加,这进一步限制了此类机器人的发展。为解决这一问题,我们提出一种由生物力学模型引导的拟人化静脉穿刺方法,以模仿人类的感觉和反馈。该方法旨在感知静脉穿刺状态并提高静脉穿刺机器人的性能。首先,本研究建立了一个生物力学静脉穿刺模型,该模型充分考虑了组织的弹性变形、切割和摩擦,可应用于不同的静脉穿刺条件。然后,在各种设置下进行静脉穿刺模拟和体外模型实验,以分析和验证该模型。最后,为评估拟人化静脉穿刺方法,我们将该方法应用于自行研发的六自由度静脉穿刺机器人,通过兔耳静脉进行穿刺,成功率约为90%。这项工作表明,基于生物力学模型的拟人化静脉穿刺方法在处理静脉穿刺机器人中的简单信息时是实用且快速的。

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