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Integration of Kinect and low-cost GNSS for outdoor navigation

机译:Kinect和低成本GNSS的集成,用于户外导航

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摘要

Since its launch on the market, Microsoft Kinect sensor has represented a great revolution in the field of low cost navigation, especially for indoor robotic applications. In fact, this system is endowed with a depth camera, as well as a visual RGB camera, at a cost of about 200$. The characteristics and the potentiality of the Kinect sensor have been widely studied for indoor applications. The second generation of this sensor has been announced to be capable of acquiring data even outdoors, under direct sunlight. The task of navigating passing from an indoor to an outdoor environment (and vice versa) is very demanding because the sensors that work properly in one environment are typically unsuitable in the other one. In this sense the Kinect could represent an interesting device allowing bridging the navigation solution between outdoor and indoor. In this work the accuracy and the field of application of the new generation of Kinect sensor have been tested outdoor, considering different lighting conditions and the reflective properties of the emitted ray on different materials. Moreover, an integrated system with a low cost GNSS receiver has been studied, with the aim of taking advantage of the GNSS positioning when the satellite visibility conditions are good enough. A kinematic test has been performed outdoor by using a Kinect sensor and a GNSS receiver and it is here presented.
机译:自从在市场上推出以来,Microsoft Kinect传感器代表了低成本导航领域的一次巨大革命,尤其是对于室内机器人应用。实际上,该系统配备了深度摄像头和可视RGB摄像头,成本约为200美元。 Kinect传感器的特性和潜力已在室内应用中得到了广泛研究。宣布该传感器的第二代产品甚至可以在室外阳光直射下采集数据。从室内到室外环境(反之亦然)的导航任务非常艰巨,因为在一种环境中正常工作的传感器通常不适用于另一种环境。从这个意义上说,Kinect可能代表一种有趣的设备,可以在室外和室内之间架起导航解决方案。在这项工作中,考虑到不同的照明条件以及所发出的光线在不同材料上的反射特性,已经在室外测试了新一代Kinect传感器的精度和应用领域。此外,已经研究了具有低成本GNSS接收器的集成系统,目的是在卫星可见性条件足够好时利用GNSS定位。已经通过使用Kinect传感器和GNSS接收器在室外进行了运动学测试,在此进行介绍。

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