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Integration of UWB and IMU for precise and continuous indoor positioning

机译:UWB和IMU的集成可实现精确连续的室内定位

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The application of Ultra-Wide-Band (UWB) for indoor positioning is booming owing mainly to its much higher precision than other common sensors. However, its positioning precision, stability and particularly continuity are still largely restricted by non-line-of-sight (NLOS) errors caused by the complicated motion behavior and infrastructure in indoor environments. In this paper, we study the integration of low-cost inertial measurement unit (IMU) with UWB in order to provide reliable and continuous positioning solutions especially in the situation of NLOS and insufficient or unavailable UWB signals. The algorithms of integrated IMU and UWB positioning are investigated and the relevant demo platform is developed. The kinematic experiment is carried out. The results reveal that compared to UWB-only positioning, incorporating IMU with UWB can significantly improve the positioning continuity as well as the positioning accuracy to a certain extent.
机译:超宽带(UWB)在室内定位中的应用正在蓬勃发展,这主要是因为其精度远高于其他普通传感器。然而,由于室内环境中复杂的运动行为和基础设施造成的非视线(NLOS)误差,其定位精度,稳定性和特别是连续性仍然受到很大限制。在本文中,我们研究了低成本惯性测量单元(IMU)与UWB的集成,以便提供可靠和连续的定位解决方案,尤其是在NLOS和UWB信号不足或不可用的情况下。研究了集成IMU和UWB定位的算法,并开发了相关的演示平台。进行了运动学实验。结果表明,与仅UWB定位相比,将IMU与UWB结合使用可以在一定程度上显着提高定位连续性和定位精度。

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