首页> 外文会议>Industry Applications Conference, 2005. Fourtieth IAS Annual Meeting. >Development of artificial finger skin to detect incipient slip for realization of static friction sensation
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Development of artificial finger skin to detect incipient slip for realization of static friction sensation

机译:开发用于检测初滑的人造手指皮肤以实现静摩擦感

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The goal of our study is the realization of static friction sensation using a piece of artificial finger skin for robot hand manipulation. In order to realize the sensation, we recall the importance of incipient slip detection. First, artificial finger skin is designed which has characteristics similar to those of a human finger with respect to the shape and sensing functions which enable incipient slip detection: the finger skin has ridges on the surface in which a pair of artificial FAI receptors are embedded. The design process of artificial finger skin is also shown that includes three phases. Design phase 1 involves designing the characteristics of a FAI receptor, which has a transducer for which we chose PVDF film sheets, which have a dynamic stress rate characteristic. Design phase 2 involves determination of the shape and size of the artificial finger skin, and the location of the transducer is analyzed to find its best position. Design phase 3 involves manufacturing artificial finger skin. Experimental results show that incipient slip occurs at the surface of artificial finger skin and reveal that the differential output voltage signal from a pair of artificial FAI receptors embedded in a ridge captures not only low-frequency vibration to generate a predictive signal which warns of incipient slip of the ridge, but also a high frequency vibratory signal which indicates slip of the ridge. In order to judge automatically that incipient slip occurs, we use a multi-layered ANN (artificial neural network). Judging incipient slip using an ANN shows that the system is robust to noise and can detect incipient slip.
机译:我们研究的目标是通过使用一块人造手指皮肤进行机器人手操作来实现静摩擦感。为了实现这种感觉,我们回顾了早期滑动检测的重要性。首先,设计人造手指皮肤,就形状和传感功能而言,它具有类似于人手指的特征,从而可以进行早期滑动检测:手指皮肤的表面上有脊,其中嵌入了一对人造FAI受体。还显示了人造手指皮肤的设计过程,该过程包括三个阶段。设计阶段1涉及设计FAI接收器的特性,该接收器具有一个换能器,为此我们选择了具有动态应力速率特性的PVDF薄膜片。设计阶段2涉及确定人造手指皮肤的形状和大小,并分析换能器的位置以找到其最佳位置。设计阶段3涉及制造人造手指皮肤。实验结果表明,初期滑动发生在人造手指皮肤的表面,并且揭示了嵌入在脊中的一对人造FAI受体的差分输出电压信号不仅捕获低频振动,还产生了预警信号,从而警告初期滑动另外,还有一个高频振动信号,它指示了脊的滑动。为了自动判断是否发生初期滑动,我们使用了多层ANN(人工神经网络)。使用人工神经网络判断初期滑移表明该系统对噪声具有鲁棒性,并且可以检测到初期滑移。

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