BendID:用于局部变形识别的柔性接口

V. P. Nguyen, S. Yoon, Ansh Verma, K. Ramani
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引用次数: 18

摘要

我们提出了BendID,一种可弯曲的输入设备,可以识别其变形的位置,大小和方向。我们使用BendID为用户提供基于压力输入的触觉隐喻。该装置是通过在夹在导电泡沫之间的聚甲基硅氧烷(PDMS)薄片上分层一系列氧化铟锡(ITO)涂层的PET薄膜电极而构建的。通过Weka库,使用支持向量机(SVM)算法对ITO电极解释的压力值进行分类,以确定弯曲的方向和位置。一个多项式回归模型也被用来估计从设备的压力的总体大小。然后,模型将这些变量映射到GUI以执行任务。在这篇初步的论文中,我们通过将该装置实现为3D形状弯曲和游戏控制器的接口来演示该装置。
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BendID: flexible interface for localized deformation recognition
We present BendID, a bendable input device that recognizes the location, magnitude and direction of its deformation. We use BendID to provide users with a tactile metaphor for pressure based input. The device is constructed by layering an array of indium tin oxide (ITO)-coated PET film electrodes on a Polymethylsiloxane (PDMS) sheet, which is sandwiched between conductive foams. The pressure values that are interpreted from the ITO electrodes are classified using a Support Vector Machine (SVM) algorithm via the Weka library to identify the direction and location of bending. A polynomial regression model is also employed to estimate the overall magnitude of the pressure from the device. A model then maps these variables to a GUI to perform tasks. In this preliminary paper, we demonstrate this device by implementing it as an interface for 3D shape bending and a game controller.
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