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