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FIELD EXPERIMENTS OF AN AUTOMATED MATERIALS IDENTIFICATION AND LOCALIZATION MODEL

机译:自动化材料识别与定位模型的现场试验

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This study assesses the reliability of active radio frequency identification devices (RFID) and Global Positioning System (GPS) sensors that, when combined with localization algorithms, can be used to locate tagged materials in construction sites. Specifically, this paper presents experiments used to assess the deviations from materials' actual positions to their estimated locations according to both centroid-based and proximity-based algorithms. The authors also analyze these deviations when considering only RFID signals with strengths stronger than certain threshold values. The results of this research also suggest that it is possible to infer relative distances from RFID-sensors to tagged-materials according to signal strength characteristics. Field experiments simulating typical construction conditions are used for testing this approach.
机译:这项研究评估了有源射频识别设备(RFID)和全球定位系统(GPS)传感器的可靠性,这些传感器与定位算法结合后可用于在建筑工地中定位加标签的材料。具体来说,本文介绍了根据质心算法和基于接近度算法评估材料实际位置到其估计位置的偏差的实验。当仅考虑强度大于某些阈值的RFID信号时,作者还分析了这些偏差。这项研究的结果还表明,有可能根据信号强度特性推断从RFID传感器到标签材料的相对距离。模拟典型施工条件的现场实验用于测试该方法。

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