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主从式手术机器人从动手控器力觉感知与反馈控制实现

Realization of Force Detection and Feedback Control for Slave Manipulator of Master/Slave Surgical Robot.

机构信息

School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an 710049, China.

Second Affiliated Hospital, Xi'an Jiaotong University, Xi'an 710004, China.

出版信息

Sensors (Basel). 2021 Nov 11;21(22):7489. doi: 10.3390/s21227489.

Abstract

Robot-assisted minimally invasive surgery (MIS) has received increasing attention, both in the academic field and clinical operation. Master/slave control is the most widely adopted manipulation mode for surgical robots. Thus, sensing the force of the surgical instruments located at the end of the slave manipulator through the main manipulator is critical to the operation. This study mainly addressed the force detection of the surgical instrument and force feedback control of the serial surgical robotic arm. A measurement device was developed to record the tool end force from the slave manipulator. An elastic element with an orthogonal beam structure was designed to sense the strain induced by force interactions. The relationship between the acting force and the output voltage was obtained through experiment, and the three-dimensional force output was decomposed using an extreme learning machine algorithm while considering the nonlinearity. The control of the force from the slave manipulator end was achieved. An impedance control strategy was adopted to restrict the force interaction amplitude. Modeling, simulation, and experimental verification were completed on the serial robotic manipulator platform along with virtual control in the MATLAB/Simulink software environment. The experimental results show that the measured force from the slave manipulator can provide feedback for impedance control with a delay of 0.15 s.

摘要

机器人辅助微创手术 (MIS) 在学术领域和临床操作中都受到了越来越多的关注。主从控制是手术机器人最广泛采用的操作模式。因此,通过主操作器感测位于从操作器末端的手术器械的力对于手术至关重要。本研究主要解决了手术器械的力检测和串联式手术机器人臂的力反馈控制问题。开发了一种测量装置来记录从从操作器传来的工具端力。设计了一种带有正交梁结构的弹性元件来感测力相互作用引起的应变。通过实验获得了作用力与输出电压之间的关系,并使用极限学习机算法在考虑非线性的情况下对三维力输出进行了分解。实现了从从操作器末端的力控制。采用阻抗控制策略来限制力相互作用的幅度。在 MATLAB/Simulink 软件环境中,完成了串联机器人操作器平台的建模、仿真和实验验证以及虚拟控制。实验结果表明,从从操作器测量的力可以提供反馈,用于阻抗控制,延迟为 0.15 秒。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/405e/8624578/1c9e2122c104/sensors-21-07489-g001.jpg

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