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设计和控制一个兼容 MRI 的气动针穿刺机器人。

Design and control of a MRI-compatible pneumatic needle puncture robot.

机构信息

Shenzhen Key Laboratory of Minimally Invasive Surgical Robotics and System, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences , Shenzhen , China.

Department of Mechanical Engineering, Harbin Institute of Technology at Shenzhen , Shenzhen , China.

出版信息

Comput Assist Surg (Abingdon). 2019 Oct;24(sup2):87-93. doi: 10.1080/24699322.2019.1649067. Epub 2019 Aug 26.

Abstract

Percutaneous needle puncture operation is widely used in the image-guided interventions, including biopsy and ablation. MRI guidance has the advantages of high-resolution soft tissue imaging and thermal monitoring during energy-based ablation. This paper proposes the design of a 5-DOF pneumatic needle puncture robot, with all the cylinders, sensors and structure material MRI-compatible. Also, a hybrid fuzzy-PID controller is designed for the pneumatic driven system to adjust the PID parameters adaptively. The experiment validation result shows that, compared with the traditional fix-parameter PID control, the proposed hybrid fuzzy-PID control has no overshoot, and the settle time/steady state error remains low even with increasing load. This proves that the hybrid fuzzy-PID control strategy can increases the positioning accuracy and robustness of the pneumatic driven needle puncture robot, which is significant for the safety of percutaneous needle puncture operation.

摘要

经皮穿刺操作在影像引导介入治疗中得到了广泛应用,包括活检和消融。MRI 引导具有高分辨率软组织成像和基于能量消融时的热监测优势。本文提出了一种 5 自由度气动针穿刺机器人的设计,所有的气缸、传感器和结构材料都与 MRI 兼容。此外,还为气动驱动系统设计了一种混合模糊-PID 控制器,以自适应调整 PID 参数。实验验证结果表明,与传统的固定参数 PID 控制相比,所提出的混合模糊-PID 控制没有超调,并且即使负载增加,其稳定时间/稳态误差仍然较低。这证明了混合模糊-PID 控制策略可以提高气动驱动针穿刺机器人的定位精度和鲁棒性,这对于经皮穿刺操作的安全性具有重要意义。

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