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力制御/医療ロボティクスarXiv:2609.34400

接触認識型インピーダンス制御によるロボット支援超音波イメージング

Contact-Aware Impedance Controller for Robot-Assisted Ultrasound Imaging

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Bモード超音波画像からプローブと組織の接触位置を推定し、接触に応じてインピーダンス制御の相互作用座標系を更新することで、力計測なしに安全なロボット支援超音波撮像を実現した。

著者: MD Miraj Arefin, M Efe Tiryaki

分類: cs.RO

原文アブストラクト

Safe robot-assisted ultrasound imaging requires a reliable controller able to detect and localize probe--tissue interaction. In this paper, we present a B-mode ultrasound image-based contact perception method and a contact-aware impedance controller for robotic ultrasound imaging. The proposed method detects acoustic contact independently of force measurements, enabling contact-conditioned force/torque taring to reduce residual wrench bias. During contact, the method continuously estimates the effective contact location along the curved probe surface and uses it to update the controller interaction frame, enabling visual servoing of the physical probe--tissue contact point during imaging. Experiments on an agar phantom demonstrated a contact-localization RMSE of $\mathbf{1.46 \pm 0.14}$~mm over probe roll angles from $\mathbf{-15^\circ}$ to $\mathbf{15^\circ}$. During static rolling, the proposed controller maintained task-space tracking accuracy comparable to a conventional fixed-frame impedance controller while reducing the maximum compressive interaction force from $\mathbf{31.56}$~N to $\mathbf{20.09}$~N, corresponding to a $\mathbf{36.3\%}$ reduction. These results demonstrate the potential of ultrasound images as direct contact feedback for safe and accurate robot-assisted ultrasound imaging.

PR本紙発行元 EmplifAI