日本フィジカルAI新聞

世界のフィジカルAIを、日本語で。

触覚arXiv:2303.00619

高分子ベースの自己校正型光ファイバ触覚センサ

Polymer-Based Self-Calibrated Optical Fiber Tactile Sensor

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柔らかい光ファイバの光損失から接触力を推定し、物体サイズも同時に測定して法線力とせん断力を分離する触覚センサを開発した。

著者: Wentao Chen, Youcan Yan, Zeqing Zhang, Lei Yang, Jia Pan

分類: cs.RO

原文アブストラクト

Human skin can accurately sense the self-decoupled normal and shear forces when in contact with objects of different sizes. Although there exist many soft and conformable tactile sensors on robotic applications able to decouple the normal force and shear forces, the impact of the size of object in contact on the force calibration model has been commonly ignored. Here, using the principle that contact force can be derived from the light power loss in the soft optical fiber core, we present a soft tactile sensor that decouples normal and shear forces and calibrates the measurement results based on the object size, by designing a two-layered weaved polymer-based optical fiber anisotropic structure embedded in a soft elastomer. Based on the anisotropic response of optical fibers, we developed a linear calibration algorithm to simultaneously measure the size of the contact object and the decoupled normal and shear forces calibrated the object size. By calibrating the sensor at the robotic arm tip, we show that robots can reconstruct the force vector at an average accuracy of 0.15N for normal forces, 0.17N for shear forces in X-axis , and 0.18N for shear forces in Y-axis, within the sensing range of 0-2N in all directions, and the average accuracy of object size measurement of 0.4mm, within the test indenter diameter range of 5-12mm.

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