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Fuzzy Logic Based Sensor Skin for Robotic Applications

机译:基于模糊逻辑的机器人应用传感器皮肤

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Tactile sensors play an important role in many robotic applications providing information about shape, roughness, frictions and acting forces. However, it is challenging cover large robots with tactile sensors. In this paper we introduce a modular tactile sensor skin built on master and slave principle. The structure of the sensor skin was inspired by the biological multi layered skin from humans. Modular design principle allows covering different flat and rough robot geometries. The skin is able to detect tactile and pressure sensor values and is therefore applicable to different applications. Fuzzy logic based data fusion method allows the input values to be fuzzy while receiving numerical values as the output. This concept reduces the number of required sensor to a minimum and consequently also the computational effort and production costs.
机译:触觉传感器在许多机器人应用中起着重要作用,可提供有关形状,粗糙度,摩擦和作用力的信息。然而,用触觉传感器覆盖大型机器人是具有挑战性的。在本文中,我们介绍了一种基于主从原理的模块化触觉传感器皮肤。传感器皮肤的结构灵感来自人类的生物多层皮肤。模块化设计原理允许覆盖不同的平面和粗糙机器人几何形状。皮肤能够检测触觉和压力传感器值,因此适用于不同的应用。基于模糊逻辑的数据融合方法允许输入值变得模糊,同时接收数值作为输出。该概念将所需传感器的数量减少到最少,因此也减少了计算工作量和生产成本。

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