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Bioinspired active whisker sensor for robotic vibrissal tactile sensing

机译:受生物启发的主动晶须传感器,用于机器人振动触觉传感

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摘要

A whisker transducer (WT) inspired by rat's vibrissal tactile perception is proposed based on a transduction matrix model characterizing the electro-mechanical transduction process in both forward and backward directions. It is capable of acting as an actuator to sweep the whisker and simultaneously as a sensor to sense the force, motion, and mechanical impedance at whisker tip. Its validity is confirmed by numerical simulation using a finite element model. A prototype is then fabricated and its transduction matrix is determined by parameter identification. The calibrated WT can accurately sense mechanical impedance which is directly related to stiffness, mass and damping. Subsequent vibrissal tactile sensing of sandpaper texture reveals that the real part of mechanical impedance sensed by WT is correlated with sandpaper roughness. Texture discrimination is successfully achieved by inputting the real part to a k-means clustering algorithm. The mechanical impedance sensing ability as well as other features of the WT such as simultaneous-actuation-and-sensing makes it a good solution to robotic tactile sensing.
机译:提出了一种基于大鼠振动触觉感知的晶须换能器(WT),该换能器基于在前后方向上表征机电转换过程的转换矩阵模型。它既可以用作执行机构来扫扫晶须,又可以用作传感器来感测晶须尖端的力,运动和机械阻抗。通过使用有限元模型进行的数值模拟可以确认其有效性。然后制造原型,并通过参数识别确定其转导矩阵。校准后的WT可以精确地感测与刚度,质量和阻尼直接相关的机械阻抗。随后的砂纸质感触觉显示,WT感测到的机械阻抗的实部与砂纸粗糙度相关。通过将实部输入k均值聚类算法,可以成功实现纹理识别。机械阻抗感测能力以及WT的其他功能(例如同时启动和感应)使其成为机器人触觉感应的理想解决方案。

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