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首页> 外文期刊>IEEE Geoscience and Remote Sensing Letters >Efficient Three-Dimensional Imaging Method Based on Enhanced Range Point Migration for UWB Radars
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Efficient Three-Dimensional Imaging Method Based on Enhanced Range Point Migration for UWB Radars

机译:基于增强测距点偏移的超宽带雷达高效三维成像方法

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摘要

Ultrawideband pulse radar has a definite advantage over optical ranging techniques in harsh optical environments, such as a dark smog or strong backlight. In security or rescue situations with blurry visibility, it is particularly promising for identifying human bodies. One of the most promising approaches for this type of application is the recently proposed range point migration (RPM) method, which is beneficial for nonparametric imaging and is robust in noisy or heavy interference situations. However, the original RPM requires a discretization of the direction-of-arrival variables in its search operation. The resulting coarse discretization seriously degrades the imaging accuracy, particularly for 3-D problems and far-field observations. Consequently, in this approach, there is a major tradeoff between the amount of computation and accuracy. To overcome this difficulty, this letter proposes a more efficient RPM method, where the extraction of the point of intersection of spheres is adopted. A distinct advantage of this method is that the accuracy is basically invariant to the observation range when avoiding the aforementioned discretization. Numerical simulations including noisy cases prove that our proposed RPM significantly reduces the computation complexity while retaining imaging accuracy.
机译:在恶劣的光学环境中,例如深色烟雾或强背光灯,超宽带脉冲雷达在光学测距技术方面具有绝对的优势。在可见性模糊的安全或救援情况下,识别人体特别有希望。对于此类应用,最有前途的方法之一是最近提出的测距点偏移(RPM)方法,该方法对非参数成像很有用,并且在嘈杂或严重干扰的情况下具有鲁棒性。但是,原始RPM需要在其搜索操作中离散到达方向变量。所产生的粗离散化严重降低了成像精度,特别是对于3D问题和远场观察。因此,在这种方法中,在计算量和准确性之间存在重大折衷。为了克服这个困难,这封信提出了一种更有效的RPM方法,其中采用了球面相交点的提取。该方法的显着优势是,在避免上述离散化时,精度基本上不会改变观察范围。包括噪声情况在内的数值模拟证明,我们提出的RPM可以在保持成像精度的同时显着降低计算复杂度。

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