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Positioning for User Equipment of a mmWave System Using RSSI and Stereo Camera Images

机译:使用RSSI和立体声相机图像定位MMWAVE系统的用户设备

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In this paper, we propose a positioning method for user equipment of a mobile millimeter wave (mmWave) communication system. In such a system, a blockage is a cause of a disconnection or a serious degradation of communication. Several techniques to control radio links between multiple base stations have been proposed to avoid these problems. These techniques control radio links by a blockage prediction based on images from a depth camera in a base station. However, those techniques require an accurate position of the user equipment (UE) with a precision of several tens of centimeters. There are methods to obtain accurate UE positions, but they are difficult to apply in real environments because they require particular equipment (e.g., high-precision global navigation satellite systems) and acquisition methods of position information from UEs by a communication system. To solve this problem, we propose the UE positioning method using information only on the base station side. Our proposed method estimates a UE position based on temporal variations in images from a stereo camera and the received signal strength indicator (RSSI) by movements of the UEs and objects. We evaluated our method by experiments in an outside environment, and it achieved an average position accuracy of 0.740 m.
机译:在本文中,我们提出了一种用于移动毫米波(MMWAVE)通信系统的用户设备的定位方法。在这样的系统中,堵塞是断开的原因或严重劣化的通信。已经提出了多种控制多基站之间的无线电链路的技术以避免这些问题。这些技术通过基于基站中的深度相机的图像来控制无线电链路通过堵塞预测。然而,这些技术需要用户设备(UE)的精确位置,具有几十厘米的精确度。有方法可以获得精确的UE位置,但是它们难以在真实环境中应用,因为它们需要特定的设备(例如,高精度全球导航卫星系统)和通过通信系统从UE获取的位置信息的获取方法。为了解决这个问题,我们提出了仅在基站侧的信息的UE定位方法。我们所提出的方法通过UE和对象的移动来估计基于来自立体声相机和接收信号强度指示符(RSSI)的图像的时间变化的UE位置。我们通过外部环境中的实验评估了我们的方法,它达到了0.740米的平均位置精度。

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