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FIELD EXPERIMENTS OF AN AUTOMATED MATERIALS IDENTIFICATION AND LOCALIZATION MODEL

机译:自动化材料识别和定位模型的现场实验

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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:本研究评估了有源射频识别装置(RFID)和全球定位系统(GPS)传感器的可靠性,当与定位算法相结合时,可用于在施工现场定位标记材料。具体地,本文介绍了用于评估材料实际位置的偏差根据基于质心和基于近似的算法的估计位置的实验。作者还分析了这些偏差,当仅考虑强度比某些阈值更强的RFID信号时。该研究的结果还表明,根据信号强度特性,可以从RFID传感器的相对距离推断到标记材料。仿真实验模拟典型的施工条件用于测试这种方法。

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