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基于任意角度的三轴触觉传感进行反应力映射以实现组织硬包块定位

Reaction Force Mapping by 3-Axis Tactile Sensing With Arbitrary Angles for Tissue Hard-Inclusion Localization.

作者信息

Li Tianliang, Pan Anqi, Ren Hongliang

出版信息

IEEE Trans Biomed Eng. 2021 Jan;68(1):26-35. doi: 10.1109/TBME.2020.2991209. Epub 2020 Dec 21.

DOI:10.1109/TBME.2020.2991209
PMID:32396067
Abstract

Although robot-assisted diagnosis and minimally invasive surgery (MIS) brings distinct benefits, deficient multi-dimensional force feedback remains a noteworthy limitation and challenge in MIS. Aiming for a comprehensive high-fidelity perception of tissue-instrument interactions, we present a Fiber Bragg Grating (FBG)-based 3-axis tactile sensing for surface reaction force mapping, identification and localization of tissue hard-inclusion. The tactile sensing probe consists of five optical fibers inscribed with FBGs and a force-sensitive 3D printed deformable body. All fibers are suspended inside the deformable body in a parallel manner, leading to the direct compression or tension of each FBG. Such configuration can effectively avoid the chirping failure of FBG compared with the pasting FBG-based sensors. A linearized difference model is proposed to calibrate the 3-axis force detection and enhance the resistance to nonlinear interferences. Hard-inclusion identification experiments with varied hard-inclusion sizes and depths have been implemented through discrete palpation and dragging palpation modes. Results indicate that the probe can effectively identify the presence and location of these small hard-inclusions from the force mapping. Furthermore, lengthy vessels embedded in the phantom can be accurately identified through dragging palpation with an arbitrary contact angle. Another novelty of the probe is the reconstruction of the surface profile of a non-planar tissue, which further allows hard-inclusion identification and 3D localization. Ex-vivo tissue palpation on a porcine kidney further validates the effectiveness and feasibility of the probe to map surface reaction forces and localize the hard-inclusions intraoperatively.

摘要

尽管机器人辅助诊断和微创手术(MIS)带来了显著的益处,但在MIS中,缺乏多维力反馈仍然是一个值得关注的限制和挑战。为了全面、高保真地感知组织与器械的相互作用,我们提出了一种基于光纤布拉格光栅(FBG)的三轴触觉传感技术,用于表面反作用力映射、组织硬内含物的识别和定位。触觉传感探头由五根刻有FBG的光纤和一个力敏3D打印可变形体组成。所有光纤以平行方式悬浮在可变形体内,导致每个FBG直接受到压缩或拉伸。与基于粘贴FBG的传感器相比,这种配置可以有效避免FBG的啁啾失效。提出了一种线性化差分模型来校准三轴力检测并增强对非线性干扰的抗性。通过离散触诊和拖动触诊模式,进行了不同硬内含物尺寸和深度的硬内含物识别实验。结果表明,该探头可以从力映射中有效地识别这些小硬内含物的存在和位置。此外,通过以任意接触角进行拖动触诊,可以准确识别嵌入模型中的长血管。该探头的另一个新颖之处在于对非平面组织表面轮廓的重建,这进一步实现了硬内含物识别和三维定位。在猪肾上进行的离体组织触诊进一步验证了该探头在术中映射表面反作用力和定位硬内含物的有效性和可行性。

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