利用 Lyapunov 重新设计进行磁针转向控制

Richard L. Pratt, A. Petruska
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引用次数: 0

摘要

使用可转向磁针来实现轨迹校正和弯曲轨迹,可以改善许多临床干预的手术效果,包括用于脑深部刺激的电极置入。在这项工作中,闭环控制中使用了主动转向磁尖针的物理运动学模型,以执行插入轨迹。应用的控制法则是通过 Lyapunov 重新设计得出的。仿真结果表明,这种控制方法在包括随机目标轨迹在内的各种条件下都很精确。在脑组织模型中对初始位置偏移恢复和曲线轨迹进行了实验控制。收敛误差结果与目标轨迹平均相差 0.52 毫米。仿真结果表明了控制实现的稳健性,而实验结果则超过了目标应用所需的精确度,从而鼓励了未来在临床环境中的应用。除插针外,这项工作还对一般车辆转向有影响,因为该模型和控制可应用于具有类似运动学特性的系统,如船只和轮式车辆,这些系统可受益于宽松的滑移约束。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Magnetic needle steering control using Lyapunov redesign
Using steerable needles to enable course correction and curved trajectories can improve surgical outcomes in numerous clinical interventions including electrode placement for deep brain stimulation. In this work, a physically motivated kinematic model for an actively steered magnetic-tipped needle is used in closed-loop control to perform insertion trajectories. The applied control law is derived using the Lyapunov redesign. Simulation results show this control method to be accurate for a wide range of conditions including randomized target trajectories. Control is performed experimentally in a brain tissue phantom for both initial position offset recovery and curved trajectories. Converged error results average 0.52 mm from target trajectory. Simulation results demonstrate the robustness of the control implementation, while experimental results exceed the accuracy required for the target application, encouraging future use in a clinical setting. Beyond needle insertion, this work has implications in general vehicle steering, as this model and control can apply to systems with similar kinematics such as boats and wheeled vehicles that could benefit from a relaxed slip constraint.
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