Data analysis technique to leverage ground penetrating radar ballast inspection performance

Yu Zhang, A. Venkatachalam, T. Xia, Yuanchang Xie, Guoan Wang
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引用次数: 26

Abstract

Fouled ballast is a typical problem faced by many freight and passenger rail agencies. Due to the underground nature of this problem, we have developed a high-speed air coupled ultra wideband (UWB) ground penetrating radar (GPR) that is applicable for ballast inspection. Implemented with the GPR hardware, new GPR signal processing algorithms including Bicubic interpolation, gain compensation, and reflection signal envelope extraction in conjunction with background removal are developed to remove noise and interference while preserve and enhance the subsurface features under inspection. The entire system is tested extensively on a customer-built structure emulating a segment of railroad track. The results show that the system can effectively detect subsurface objects and characterize ballast fouling conditions.
利用探地雷达压载物检测性能的数据分析技术
压舱物污染是许多货运和客运铁路公司面临的典型问题。由于该问题的地下性质,我们开发了一种高速空气耦合超宽带(UWB)探地雷达(GPR),适用于压载物检测。利用GPR硬件,开发了新的GPR信号处理算法,包括双三次插值、增益补偿和反射信号包线提取以及背景去除,以去除噪声和干扰,同时保留和增强被检测的地下特征。整个系统在客户建造的模拟铁路轨道段的结构上进行了广泛的测试。结果表明,该系统能够有效地探测地下物体,并对压载污垢状况进行表征。
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