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Real-time handheld indoor positioning device based on RFID Heron-bilateration location estimation and IMU angular-driven navigation reckoning

机译:基于RFID鹭翼位置估计和IMU角驱动导航的实时手持式室内定位装置

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A real-time handheld indoor positioning device is developed, featuring 2 novel perfectly complementary positioning methods: 1) RFID Heron-bilateration location estimation, based on external RFID infrastructure, and 2) IMU angular-driven navigation reckoning, based on internal IMU module. At first, 2 or multiples of 2 active RFID tags as infrastructure landmarks are deployed along the surrounding walls in a single indoor space or room. After the infrastructure landmarks are set up, the handheld indoor positioning device begins to connect to the Bluetooth-based RFID reader by pairing with Bluetooth ID of the RFID reader. Then, on the screen of the handheld indoor positioning device, red landmarks on the 2D indoor map represents pre-deployed active RFID tags. When moving, the targeted handheld indoor positioning device keeps estimating the relative location through external RFID infrastructure and keeps reckoning the inertial navigation through internal IMU module. Furthermore, this work proposes and develops Kalman-filter drift removal, linear-like RSSI-to-distance transformation, RFID Heron-bilateration location estimation, and IMU angular-driven navigation reckoning, to improve the accuracy and reliability of positioning. Finally, the screen of the handheld indoor positioning device can show the location and orientation indications of the targeted user on the 2D indoor map accurately and immediately.
机译:开发了一种实时手持式室内定位设备,该设备具有2种新颖的完美互补定位方法:1)基于外部RFID基础结构的RFID苍鹭气腹位置估计,以及2)基于内部IMU模块的IMU角驱动导航推算。首先,在单个室内空间或房间中,将2个或2个多个有源RFID标签作为基础设施地标沿着周围的墙壁部署。设置基础设施地标后,手持式室内定位设备通过与RFID阅读器的Bluetooth ID配对,开始连接到基于Bluetooth的RFID阅读器。然后,在手持式室内定位设备的屏幕上,二维室内地图上的红色地标代表预先部署的有源RFID标签。在移动时,目标手持式室内定位设备会通过外部RFID基础设施不断估算相对位置,并通过内部IMU模块不断估算惯性导航。此外,这项工作提出并开发了卡尔曼滤波器的漂移消除,类似线性的RSSI到距离变换,RFID Heron气腹位置估计以及IMU角驱动导航推算,以提高定位的准确性和可靠性。最后,手持式室内定位设备的屏幕可以在二维室内地图上准确,立即地显示目标用户的位置和方向指示。

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