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Compressive Sensing for Sparse Touch Detection on Capacitive Touch Screens

机译:电容式触摸屏上的稀疏触摸检测的压缩感测

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Capacitive touch screens are ubiquitous in today's electronic devices. Improved touch screen responsiveness and resolution can be achieved at the expense of the touch screen controller analog hardware complexity and power consumption. This paper proposes an alternative compressive sensing based approach to exploit the sparsity of simultaneous touches with respect to the number of sensor nodes to achieve similar levels of responsiveness. It is possible to reduce the analog data acquisition complexity at the cost of extra digital computations with less total power consumption. Using compressive sensing, in order to resolve the positions of the sparse touches, the number of measurements required is related to the number of touches rather than the number of nodes. Detailed measurement circuits and methodologies are presented along with the corresponding reconstruction algorithm.
机译:电容式触摸屏在当今的电子设备中无处不在。可以以触摸屏控制器模拟硬件的复杂性和功耗为代价来实现改进的触摸屏响应性和分辨率。本文提出了一种基于压缩感知的替代方法,以利用同时触摸相对于传感器节点数量的稀疏性来实现相似的响应度。可以以额外的数字计算为代价,以更少的总功耗来降低模拟数据采集的复杂性。使用压缩感测,以便解析稀疏触摸的位置,所需的测量次数与触摸次数有关,而不是与节点数目有关。介绍了详细的测量电路和方法以及相应的重建算法。

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