利用鲁棒反步态控制策略设计灵活可转向针的针转向控制器

IF 3.4 Q2 ENGINEERING, BIOMEDICAL IEEE transactions on medical robotics and bionics Pub Date : 2024-07-01 DOI:10.1109/TMRB.2024.3421593
Kaushik Halder;M. Felix Orlando
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引用次数: 0

摘要

在微创手术(MIS)中,可转向柔性针通常被用作手术工具,以提高到达目标的准确性。然而,组织变形、组织不均匀性和嘈杂的感官测量等挑战会导致针尖在组织区域内的定位不准确。因此,为确保针头在组织区域内的精确定位,设计一种稳健的非线性闭环针头转向控制装置成为经皮介入手术中的一个关键环节。因此,为了追求在组织内精确放置针头,目前的文献中出现了各种控制器方法。然而,为了解决现有控制策略设计的复杂性,本研究在组织环境中引入了一种稳健的非线性针转向控制器,目的是将针稳定在指定平面内。我们提出的针头转向技术采用了基于反步态的控制器,将整个针头运动模型拆分成几个较小的设计,同时通过 Lyapunov 稳定性分析确保闭环稳定性。通过大量的模拟研究,特别是针对二维和三维平面上的针放置,将所设计的针转向方法与现有的控制技术进行比较,从而验证了所设计的针转向方法的有效性。此外,还利用人工组织模型和生物组织对近距治疗针进行了实验验证。
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Needle Steering Controller Design for Flexible Steerable Needle Utilizing Robust Backstepping Control Strategy
In Minimal Invasive Surgery (MIS), steerable flexible needles are commonly utilized as surgical tools to improve target-reaching accuracy. Nevertheless, challenges like tissue deformation, tissue inhomogeneity, and noisy sensory measurements can lead to inaccuracies in needle-tip positioning within the tissue domain. Therefore, to ensure precise needle placement in tissue region, designing a robust non-linear closed-loop needle steering control becomes a crucial aspect in percutaneous intervention procedures. Consequently, in pursuit of accurate and precise needle placement within tissue, various controller methodologies are evident in current literature. However, to address the complexity associated with the design of existing control strategies, this study introduces a robust non-linear needle steering controller within the tissue environment, with the goal of stabilizing the needle within a designated plane. Our proposed needle steering technique incorporates the backstepping based controller that involves the splitting of entire needle kinematic model into several smaller designs while ensuring closed-loop stability through Lyapunov stability analyses. Efficacy of the devised needle steering approach is validated by comparing it with existing control techniques through extensive simulation studies, specifically focusing on needle placement in both 2D and 3D planes. Furthermore, experimental validation is performed involving brachytherapy needle with both artificial tissue phantom and biological tissue.
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来源期刊
CiteScore
6.80
自引率
0.00%
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期刊最新文献
2024 Index IEEE Transactions on Medical Robotics and Bionics Vol. 6 Table of Contents IEEE Transactions on Medical Robotics and Bionics Society Information Guest Editorial Special section on the Hamlyn Symposium 2023—Immersive Tech: The Future of Medicine IEEE Transactions on Medical Robotics and Bionics Publication Information
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