基于从基站接收的RSSI数据,使用BLE技术确定工业空间中移动机器人的坐标

IF 0.2 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC
I. Nevliudov, S. Novoselov, O. Sychova, S. Tesliuk
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引用次数: 1

摘要

现有的全球定位技术无法应用于室内,由于建筑物墙壁的信号减弱,来自卫星或通信塔的信号明显减弱或完全没有。蓝牙或Wi-Fi等无线网络技术也可以用于本地确定工业场所中移动平台的位置。但这种方法在提供所需的准确性方面存在问题。这些研究的相关性与解决移动机器人在房间内以10厘米精度的局部定位问题有关。本文比较分析了AOA法、TOA法、TDOA法和RSSI法确定坐标的原则。提出了基于基站接收到的RSSI数据采用BLE技术。利用三角剖分法,得到了确定空间运动物体坐标的公式。开发了软硬件复合体系结构。提出了采用ESP32模块作为基站的方案。RSSI值非常不稳定,因此定位精度将取决于基站的数量和使用的附加软件工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Determining the coordinates of a mobile robot in an industrial space using BLE technology based on RSSI data received from base stations
Existing global positioning technologies cannot be applied indoors, where the signal from satellites or communication towers is significantly reduced or completely absent due to signal weakening in the walls of the building. Wireless network technologies such as Bluetooth or Wi-Fi can also be used in the process of local determining the mobile platforms position in industrial premises. But such methods have a problem with providing the required accuracy. The relevance of these studies is associated with solving the problem of local positioning of mobile robots in a room with an accuracy of ten centimeters. The article presents a comparative analysis of determining coordinates’ principles by the AOA, TOA, TDOA and RSSI methods. It is proposed to use BLE technologies based on the RSSI data received from base stations. Using the triangulation method, formulas are obtained for solving the problem of determining the coordinates of an object moving in space. The software and hardware complex architecture has been developed. It is proposed to use ESP32 modules as base radio stations. The RSSI value is very unstable, so the positioning accuracy will depend on the number of base stations and the additional software tools used.
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来源期刊
Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia
Visnyk NTUU KPI Seriia-Radiotekhnika Radioaparatobuduvannia ENGINEERING, ELECTRICAL & ELECTRONIC-
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