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Flexible tip-steerable needle control with tissue uncertainty

机译:具有组织不确定性的灵活的针尖控制式针头控制

摘要

Accurate needle insertion into soft, inhomogeneous tissue is a critical aspect of many medical problems, such as the percutaneous diagnosis and therapies. In such procedures, the flexible tip-steerable needle with bevel tips can deflect during insertion and reach the target we set beforehand. In 2D motion planning, it's crucial to maintain the needle in a desired plane. However, the inhomogeneous and a sudden change of tissue during insertion, as well as the unmeasurable state variables, gives us a big problem to keep the needle tip in the desire plane accurately. In this paper, in order to reduce deflection of the needle from its path and to increase the accuracy of the needle tip placement, we use a feedback linearization scheme to realize the plane control based on a robust state observer, which can estimate the states of needle tip with tissue uncertainty. Simulation results are presented to illustrate the practicability of the scheme. © 2014 IEEE.
机译:将针头正确插入柔软,不均匀的组织中是许多医学问题(例如经皮诊断和治疗)的关键方面。在这样的程序中,带有斜角尖端的可弯曲尖端的可操纵针会在插入过程中发生偏斜并达到我们预先设定的目标。在2D运动计划中,至关重要的是将针保持在所需的平面上。但是,插入过程中组织的不均匀和突然变化,以及无法测量的状态变量,给我们带来了一个很大的问题,那就是如何将针尖准确地保持在所需的平面上。在本文中,为了减少针从其路径的偏斜并提高针尖放置的准确性,我们使用反馈线性化方案来实现基于鲁棒状态观察器的平面控制,该状态观察器可以估计针的状态。针尖具有组织不确定性。仿真结果表明了该方案的实用性。 ©2014 IEEE。

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