扭动力学补偿增强了机器人控制可转向尖端针的机器人控制
John P Swensen1, Noah J Cowan1
1Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA.
概括
这项研究引入了可转向针动态的新型时间变化模型,提高了医疗程序中的控制精度. 实验表明,与以前精确插入针的方法相比,性能显著提高.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 医疗设备工程 医疗设备工程
- 生物医学工程 生物医学工程
背景情况:
- 穿皮手术在很大程度上依赖于精确的针头插入.
- 可导向的针头为医疗干预提供了更好的控制.
- 现有的模型往往忽略了复杂的针动力学,如扭动.
研究的目的:
- 为可转向针的扭动动态开发一个新的时间变化模型.
- 为了创建一个新的控制器,利用这个先进的扭矩模型.
- 通过模拟和实验验证模型和控制器.
主要方法:
- 开发了一个时间变化的扭力动力学模型,在组织插入过程中结合了不断变化的边界条件.
- 设计了一个反控制器,利用新的扭矩模型.
- 在人工组织中进行了广泛的模拟和试点实验,使用立体图像引导.
主要成果:
- 模拟显示,与忽视扭转动力学的模型相比,显著改进.
- 拟议的控制器显著优于先前报告的可转向针控制的实验结果.
- 模型顺序被证明会影响扭力动力控制的有效性.
结论:
- 新的时间变化的扭矩模型和控制器显著提高可转向针的控制精度.
- 这种方法为穿皮手术和新型干预提供了实质性的进步.
- 经过验证的方法对现实世界的临床应用有希望,需要精确的针头插入.
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