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Finite Element Method Framework for RF-Based Through-The-Wall Mapping

机译:基于射频的全墙映射的有限元方法框架

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Radiofrequency (RF) Through-the-Wall Mapping (TWM) employs techniques originally applied in X-Ray Computerized Tomographic Imaging to map obstacles behind walls. It aims to provide valuable information for rescuing efforts in damaged buildings, as well as for military operations in urban scenarios. This work defines a Finite Element Method (FEM) based framework to allow fast and accurate simulations of the reconstruction of floors blueprints, using Ultra High-Frequency (UHF) signals at three different frequencies (500 MHz, 1 GHz and 2 GHz). To the best of our knowledge, this is the first use of FEM in a TWM scenario. This framework allows quick evaluation of different algorithms without the need to assemble a full test setup, which might not be available due to budgetary and time constraints. Using this, the present work evaluates a collection of reconstruction methods (Filtered Backprojection Reconstruction, Direct Fourier Reconstruction, Algebraic Reconstruction and Simultaneous Iterative Reconstruction) under a parallel-beam acquisition geometry for different spatial sampling rates, number of projections, antenna gains and operational frequencies. The use of multiple frequencies assesses the trade-off between higher resolution at shorter wavelengths and lower through-the-wall penetration. Considering all the drawbacks associated with such a complex problem, a robust and reliable computational setup based on a flexible method such as FEM can be very useful.
机译:射频(RF)穿墙贴图(TWM)采用最初在X射线计算机断层成像中应用的技术来绘制墙后的障碍物。它旨在为在受损建筑物中的营救工作以及城市场景中的军事行动提供有价值的信息。这项工作定义了一种基于有限元方法(FEM)的框架,可以使用三种不同频率(500 MHz,1 GHz和2 GHz)的超高频(UHF)信号,快速,准确地模拟地板设计图的重建。据我们所知,这是在TWM方案中首次使用FEM。该框架允许快速评估不同的算法,而无需组装完整的测试设置,由于预算和时间限制,该测试设置可能无法使用。以此为基础,本工作评估了在平行波束获取几何结构下针对不同空间采样率,投影数量,天线增益和工作频率的重建方法(滤波反投影重建,直接傅立叶重建,代数重建和同时迭代重建)的集合。 。使用多个频率可以评估在较短波长下的高分辨率与较低的穿透墙之间的权衡。考虑到与此类复杂问题相关的所有弊端,基于诸如FEM之类的灵活方法的强大而可靠的计算设置将非常有用。

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