基于RFID heron - bileration位置估计和IMU角度驱动导航推算的实时手持室内定位装置

Zu-Hao Lai, Chian C. Ho
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引用次数: 1

摘要

开发了一种手持式实时室内定位装置,该装置采用了两种全新的互补定位方法:1)基于外部RFID基础设施的RFID苍鹭双边定位估计,2)基于内部IMU模块的IMU角度驱动导航推算。首先,两个或多个有源RFID标签作为基础设施地标,沿着单个室内空间或房间的周围墙壁部署。基础设施地标设置完成后,手持式室内定位设备通过与RFID读写器的蓝牙ID配对,开始与基于蓝牙的RFID读写器连接。然后,在手持室内定位设备的屏幕上,二维室内地图上的红色地标表示预部署的有源RFID标签。目标手持式室内定位装置在移动时,通过外部RFID基础设施不断估算相对位置,通过内部IMU模块不断估算惯性导航。此外,本工作提出并发展了卡尔曼滤波漂移去除、线性rsi -to-distance变换、RFID heron - bileration定位估计和IMU角度驱动导航推算,以提高定位的精度和可靠性。最后,手持式室内定位设备的屏幕能够准确、即时地显示目标用户在二维室内地图上的位置和方位指示。
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Real-time handheld indoor positioning device based on RFID Heron-bilateration location estimation and IMU angular-driven navigation reckoning
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.
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