基于lx无线环境的室内三维定位粒子滤波方法

Junjie Zhu, Kenta Nagayama, Erika Kouda, Yafei Hou, S. Denno
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引用次数: 0

摘要

本地化作为一项关键技术,推动了各种基于位置的服务和应用。它在物联网(IoT),智能建筑和房屋以及无人驾驶飞行器(UAV)系统等许多新系统中也发挥着重要作用。与以往对定位技术的要求不同,如今的室内定位系统不仅需要提供目标的二维(2-D)位置信息,还需要提供稳定的三维(3-D)信息。现有的无线通信定位方法大多考虑使用传统单极天线的通信系统。然而,在智能制造工厂等许多应用场景中,金属物体对无线电波的屏蔽和干扰作用限制了传统单极天线的性能。通常需要增加接入点(ap)的数量,从而增加复杂性和成本,以保证整个无线覆盖。利用泄漏同轴电缆(LCX)作为无线通信的天线可以解决这一问题。LCX作为一种长而灵活的电缆,可以为稳定的无线通信和定位提供有前途的无线覆盖。本文提出了一种在室内环境下利用多个lxx进行三维定位的方法。该方案基于粒子滤波算法,以信号的到达时间(TOA)作为滤波指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Indoor 3-D Localization over LCX-based Wireless Environment Using Particle Filter Approach
Localization, as a key technology, has promoted various location-based services and applications. It also plays an important role in many novel systems such as the Internet of Things (IoT), smart buildings and houses, and unmanned aerial vehicle (UAV) systems. Different from the requirements for localization technology in the past, today’s indoor localization systems need to provide not only the two-dimensional (2-D) location information of the target but also stable three-dimensional (3-D) information. Most of the existing localization methods in wireless communication consider the communication systems using conventional monopole antennas. However, in many application scenarios such as smart manufacturing factories, the shielding and interference effects of metallic objects on radio waves limit the performance of conventional monopole antennas. It is often necessary to increase the number of access points (APs) with additional complexity and cost to guarantee entire wireless coverage. Leaky coaxial cable (LCX) which can be used as antennas for wireless communication can be employed to solve this problem. As a long and flexible cable, LCX can provide promising wireless coverage for stable wireless communication and localization. This paper proposes a 3-D localization method using multiple LCXs in an indoor environment. The proposal is based on a particle filter algorithm and uses the time of arrival (TOA) of the signal as the indicator for filtering.
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