Configuration and Performance Test of GNSS-IMU Sensor Fusion Module for Structural Displacement Measurement

In-ki Min, Insik Chun, Jaeseol Shim, D. Ha
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Abstract

Detecting the displacement of a structure by external forces in advance is very important in monitoring the health of the structure. In this study, a kind of sensor fusion technique that combines low-cost GNSS and IMU for structural displacement measurement was established. In addition, a data acquisition program that can secure the synchronous measurement between sensors was created. In order to evaluate the performance of this measurement module, a model experiment gauging the true value by the laser displacement meter was performed, and the results of GNSS single positioning, VRS positioning, precision single positioning (PPP), and sensor merging positioning were compared and analyzed. As a result, it was found that the PPP positioning did not capture the vibration of the structure at all regardless of the waiting time within the excitation condition of the model structure. On the other hand, GNSS single positioning was able to obtain similar results to true values and VRS positioning by pre-processing with an appropriate high-pass filter and the sensor fusion technique.
用于结构位移测量的GNSS-IMU传感器融合模块配置与性能测试
提前检测结构在外力作用下的位移对结构的健康监测具有重要意义。本研究建立了一种低成本GNSS与IMU相结合的结构位移测量传感器融合技术。此外,还编写了数据采集程序,保证了传感器之间的同步测量。为了评估该测量模块的性能,进行了激光位移仪测量真值的模型实验,并对GNSS单次定位、VRS定位、精密单次定位(PPP)和传感器合并定位的结果进行了对比分析。结果发现,在模型结构的激励条件下,无论等待时间如何,PPP定位都没有捕捉到结构的振动。另一方面,通过适当的高通滤波预处理和传感器融合技术,GNSS单次定位可以获得与真值和VRS定位相似的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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