基于FNTFSMC的国产腹腔镜手术机器人轨迹控制
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TP241.3TH69R608

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国家重点研发计划(2017YFC0110402)、湖南省自然科学基金(2017JJ3388)项目资助


Trajectory control of domestic laparoscopic surgery robot based on FNTFSMC
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    摘要:

    针对国产腹腔镜手术机器人轨迹跟踪控制的关键问题, 在动力学模型的基础上, 构建了自适应模糊滑模控制系统。该方法采用快速非奇异终端滑模面,确保系统能够在有限时间内收敛,并且避免了控制奇异的问题, 同时运用模糊逻辑控制,根据系统误差的变化动态调节滑模切换项的大小, 在保留滑模控制鲁棒性的基础上, 减小了系统的抖振, 提高了被控系统的跟踪精度和鲁棒性。仿真结果显示, 所设计的方法具有收敛速度快、稳态精度高、力矩脉动小的特点, 能够将位置的收敛时间从06~09 s减小到01 s, 稳态误差峰值由0035 rad减小到001 rad。针对动物活体组织的实验结果显示, 所设计的控制系统能够实现机械手术臂对医生操作信息的准确跟踪, 为手术的顺利实施提供了保障。

    Abstract:

    Aiming at the key issue of trajectory tracking control for domestic laparoscopic surgery robot, an adaptive fuzzy sliding mode control system is constructed based on dynamic model. This method uses a fast nonsingular terminal sliding mode surface to ensure that the system can converge in a limited time and avoid the singularity of control. At the same time, the fuzzy logic control is used to dynamically control the size of the sliding mode switching term according to the dynamic variation of the system error. The chattering of the system is reduced, and the tracking accuracy and robustness of the controlled system are improved on the basis of retaining the robustness of sliding mode control. The simulation results show that the designed method possesses the characteristics of fast convergence speed, high steadystate accuracy and small torque ripple. The method can reduce the position convergence time from 06 s~09 s to 01 s and the peak value of the steadystate error reduces from 0035 rad to 001 rad. The experiment results on living animal tissues show that the designed control system can achieve the aim the mechanical operating arm accurately tracks the operation information of the doctor, which provides a guarantee for the smooth implementation of the operation.

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凌颢,王国慧,易波,李建民,朱晒红.基于FNTFSMC的国产腹腔镜手术机器人轨迹控制[J].仪器仪表学报,2019,40(5):179-186

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  • 在线发布日期: 2022-02-10
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