斜面
计算机科学
运动学
成像体模
稳健性(进化)
参数统计
计算机视觉
非完整系统
控制器(灌溉)
人工智能
非线性系统
模块化设计
控制理论(社会学)
机器人
工程类
控制(管理)
医学
机械工程
数学
物理
放射科
生物化学
农学
生物
操作系统
量子力学
基因
化学
经典力学
移动机器人
统计
作者
Vinutha Kallem,Noah J. Cowan
标识
DOI:10.1109/robot.2007.363930
摘要
Physicians perform percutaneous therapies in many diagnostic and therapeutic procedures. Image guidance promises to improve targeting accuracy and broaden the scope of needle interventions. In this paper, we consider the possibility of automating the guidance of a flexible bevel-tip needle as it is inserted into human tissue. We build upon a previously proposed nonholonomic kinematic model to develop a nonlinear observer-based controller. As a first step for control, we show that flexible needles can be automatically controlled to remain within a planar slice of tissue as they are inserted by a physician; our approach keeps the physician in the loop to control insertion speed. In the proposed controller, the distance of the needle tip position from the plane of interest is used as a feedback signal. Numerical simulations demonstrate the stability and robustness of the controller in the face of parametric uncertainty. We also present results from pilot physical experiments with phantom tissue under stereo image guidance.
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