利用Zigbee RSSI和AOA的定位算法设计与实现

Chulyoung Park, Dae-Heon Park, Jangwoo Park, Yangsun Lee, Youngeun An
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引用次数: 25

摘要

本文通过RSSI和Zigbee的AOA实现了定位算法。Zigbee的定位采用RSSI (Received Signal Strength Indicator,接收信号强度指标)方法,受信号强度、距离和中断的影响很大。为了弥补RSSI的不足,设计并实现了AOA (Arrival Angle)和RSSI的组合算法。据我们所知,虽然之前的系统都是通过UWB (Ultra Wide-Band)或CSS通信方式实现和使用的,但最早实现的系统是通过Zigbee的RSSI和AOA实现的位置识别算法。本文通过反复试验得到了该系统将信标放置在宽4m、长2m的二维矩形空间的四角上,接收机放置在随机空间上的定位测量结果,平均精度为35 ~ 36 cm。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Localization Algorithm Design and Implementation to Utilization RSSI and AOA of Zigbee
In this paper, we has implemented the localization algorithm through RSSI and AOA of Zigbee. The RSSI (Received Signal Strength Indicator) method is used for the localization of Zigbee and affected a lot by intensity, distance and interruption of signals. The combined algorithm of AOA (Angle of Arrival) and RSSI has been designed and implemented to make up the weaknesses of RSSI. As long as we knew, although the previous system has been implemented and used through the UWB (Ultra Wide-Band) or CSS communication methods, the firstly implemented system is the location recognition algorithm through RSSI and AOA of Zigbee. In this paper has obtained the result from the repeated tests to achieve the measurement of location with the accuracy of average 35 ~ 36 cm when the suggested system was placing the beacon on the four corners of 2 dimensional rectangular space with 4m wide and 2m long, and the receiver on the random space.
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