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Image-Guided Robotic Flexible Needle Steering

机译:图像引导机器人柔性针转向

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This paper presents a robotic system for steering under real-time fluoroscopic guidance a flexible needle in soft tissue. Given a target and possible obstacle locations, the computer calculates the flexible needle-tip trajectory that avoids the obstacle and hits the target. Using an inverse kinematics algorithm, the needle base maneuvers required for a tip to follow this trajectory are calculated, enabling a robot to perform controlled needle insertion. Assuming small displacements, the flexible needle is modeled as a linear beam supported by virtual springs, where the stiffness coefficients of the springs can vary along the needle. Using this simplified model, the forward and inverse kinematics of the needle are solved analytically, enabling both path planning and path correction in real time. The needle shape is detected in real time from fluoroscopic images, and the controller commands the needle base motion that minimizes the needle tip error. This approach was verified experimentally using a robot to maneuver the base of a flexible needle inserted into a muscle tissue. Along the 40-mm trajectory that avoids the obstacle and hits the target, the error stayed below the 0.5-mm level. This study demonstrates the ability to perform closed-loop control and steering of a flexible needle by maneuvering the needle base so that its tip achieves a planned trajectory.
机译:本文提出了一种在实时荧光透视引导下操纵软组织中的柔性针头的机器人系统。给定目标和可能的障碍物位置,计算机将计算出避开障碍物并击中目标的灵活的针尖轨迹。使用逆运动学算法,可以计算出尖端遵循该轨迹所需的针头操作,从而使机器人能够执行受控的针头插入操作。假设位移很小,则将柔性针头建模为由虚拟弹簧支撑的线性梁,其中弹簧的刚度系数会沿针头变化。使用此简化模型,可以分析针的正向和反向运动学,从而可以实时进行路径规划和路径校正。从荧光镜图像中实时检测针头形状,控制器控制针头基本运动,以最大程度地减少针尖误差。使用机器人操纵插入肌肉组织中的柔性针的根基,对该方法进行了实验验证。沿着避开障碍物并击中目标的40毫米轨迹,误差保持在0.5毫米以下。这项研究证明了通过操纵针头使其针尖达到计划的轨迹来执行柔性针的闭环控制和操纵的能力。

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