用于物体探测和定位的电容断层成像系统分析

Sabrina Affortunati, B. Zagar
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摘要

为了确保人与机器人之间的安全合作,不仅需要测量接触过程中施加的力,还需要监测即将发生的动作。这样可以通过规避动作避免任何无意接触,从而防止可能的伤害。在我们的贡献中,我们分析了一个基于电容层析成像的定位系统,在该系统中,接近物体构成了多电极电容的一个电极。该系统处理在导电层表面测量到的电压。由此可以重建物体与导电层之间的电容耦合位置,并估算出物体的位置。使用奈曼-皮尔逊检测器可进一步分析系统的性能。为了确定系统的性能,仅就物体检测而言,研究了物体距离、物体面积和使用的测量次数对检测概率的影响。
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Analysis of a capacitance tomography system for object detection and localization
To ensure safe human-robot cooperation, it is necessary not only to measure the force exerted during contact, but also to monitor an approaching action. This would allow avoiding any unintentional contact through evasive maneuvers and thus prevent possible injuries. In our contribution we analyze a localization system based on capacitance tomography where an approaching object constitutes an electrode of a multi-electrode capacitance. The system processes measured voltages made on the surface of a conductive layer. From this, the location of the capacitive coupling between the object and the layer can be reconstructed, and the position of the object can be estimated. The system’s performance is further analyzed using the Neyman–Pearson detector. To define the performance of the system, for object detection only, the influence of object distance, object area, and number of measurements used on the probability of detection is examined.
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