arXiv:2501.19058cs.ROcs.SY2025-01被引 3

针对新型手术机器人重力干扰问题,提出动态建模与补偿方法。

Gravity Compensation of the dVRK-Si Patient Side Manipulator based on Dynamic Model Identification

  • 构建dVRK-Si机械臂完整运动学模型
  • 通过辨识动力学模型实现重力补偿,提升控制精度
  • 适合机器人辅助手术研究者参考

da Vinci Research Kit(dVRK,又称dVRK Classic)是一个开源遥操作手术机器人系统,其硬件源自第一代达芬奇手术系统。过去十年中,dVRK极大促进了机器人辅助手术领域的研究,帮助解决多个关键挑战。近期,基于达芬奇Si系统机械部件的新版dVRK-Si系统已向社区开放。与第一代达芬奇相比,主要差异在于患者侧机械臂(PSM)的结构升级,导致dVRK-Si PSM的重力效应不可忽略。高重力偏移可能造成控制精度下降和响应时间延长。尽管在dVRK Classic的动力学建模方面已有显著进展,但因机械结构差异及对更高控制性能的需求,dVRK-Si的基于模型的控制仍需深入研究。为此,本文提出:(1)dVRK-Si PSM的完整运动学模型;(2)基于动力学辨识的重力补偿方法。

原文摘要 · Abstract (English)

The da Vinci Research Kit (dVRK, also known as dVRK Classic) is an open-source teleoperated surgical robotic system whose hardware is obtained from the first generation da Vinci Surgical System (Intuitive, Sunnyvale, CA, USA). The dVRK has greatly facilitated research in robot-assisted surgery over the past decade and helped researchers address multiple major challenges in this domain. Recently, the dVRK-Si system, a new version of the dVRK which uses mechanical components from the da Vinci Si Surgical System, became available to the community. The major difference between the first generation da Vinci and the da Vinci Si is in the structural upgrade of the Patient Side Manipulator (PSM). Because of this upgrade, the gravity of the dVRK-Si PSM can no longer be ignored as in the dVRK Classic. The high gravity offset may lead to relatively low control accuracy and longer response time. In addition, although substantial progress has been made in addressing the dynamic model identification problem for the dVRK Classic, further research is required on model-based control for the dVRK-Si, due to differences in mechanical components and the demand for enhanced control performance. To address these problems, in this work, we present (1) a novel full kinematic model of the dVRK-Si PSM, and (2) a gravity compensation approach based on the dynamic model identification.

手术机器人重力补偿动力学建模

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