基于ZigBee设备和度量描述图的室内定位系统

Samuel Fernandez, D. Gualda, J. García, J. J. García, J. Ureña, Raquel Gutierrez
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引用次数: 19

摘要

本文提出了一种基于自组织ZigBee网络功率电平(RSSI)读数的室内定位系统(ILS)位置估计改进方法。移动对象也配备了ZigBee设备,可以被系统定位、定位和跟踪。移动节点位置的初始估计是从德州仪器的IC设备中提取出来的,该设备配备了用于该功能的特定硬件模块,称为定位引擎;它根据来自一组参考信标的信号的RSSI读数计算其位置。通过将初始估计调整为建筑的度量描述图(MDG),对初始估计进行后滤波,增强了盲节点的定位,其中包括ILS覆盖区域的各种围栏之间的距离和连接信息。该系统在室内环境下行人定位任务中得到了实验验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Indoor location system based on ZigBee devices and Metric Description Graphs
This paper proposes a way to improve the position estimates in an indoor location systems (ILS) based on readings from the power levels (RSSI) of an ad hoc ZigBee network. A mobile object, also equipped with a ZigBee device, can be located, positioned, and tracked by the system. The initial estimate of the mobile node position is extracted from IC devices from Texas Instruments, equipped with a specific hardware module for this function called Location Engine; it computes its position from RSSI readings of the signals coming from a set of reference beacons. Positioning of the blind nodes is enhanced by a post-filtering of the initial estimates by adjusting them into a Metric Description Graph (MDG) of the building, which includes information on distances and connectivity among the various enclosures of the coverage area of the ILS. The system has been experimentally verified in localization tasks of pedestrians in indoor environments.
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