论文标题
光学皮肤:无传感器融合多模式柔性感应
Optical skin: Sensor-integration-free multimodal flexible sensing
论文作者
论文摘要
生物皮肤使动物能够感知各种刺激。最近,已经采取了广泛的努力来开发类似智能皮肤的传感器,以扩展生物皮肤的能力。但是,在大面积中同时感测几种类型的刺激仍然具有挑战性,因为这需要大规模的传感器集成以及许多电线连接。我们提出了一种简单,高度敏感和多模式的传感方法,该方法不需要整合多个传感器。提出的方法基于光学干扰技术,该技术可以将各种刺激的信息编码为空间模式。与现有方法相反,所提出的方法与深度神经网络相结合,使我们能够根据自己的目的自由选择感应模式。作为一个关键例子,我们使用单个软材料不需要复杂的集成,展示了三种不同物理量的同时感测模式,即接触力,接触位置和温度。所提出的方法的另一个独特属性是在空间连续的传感下,超高分辨率几十微米,这使得可以识别接触中的物体的形状。此外,我们为人机界面提供了一种触觉软设备。拟议的方法鼓励发展高性能光泽。
The biological skin enables animals to sense various stimuli. Extensive efforts have been made recently to develop smart skin-like sensors to extend the capabilities of biological skins; however, simultaneous sensing of several types of stimuli in a large area remains challenging because this requires large-scale sensor integration with numerous wire connections. We propose a simple, highly sensitive, and multimodal sensing approach, which does not require integrating multiple sensors. The proposed approach is based on an optical interference technique, which can encode the information of various stimuli as a spatial pattern. In contrast to the existing approach, the proposed approach, combined with a deep neural network, enables us to freely select the sensing mode according to our purpose. As a key example, we demonstrate simultaneous sensing mode of three different physical quantities, contact force, contact location, and temperature, using a single soft material without requiring complex integration. Another unique property of the proposed approach is spatially continuous sensing with ultrahigh resolution of few tens of micrometers, which enables identifying the shape of the object in contact. Furthermore, we present a haptic soft device for a human-machine interface. The proposed approach encourages the development of high-performance optical skins.