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Research on Micro-motion Target Feature Extraction Based on Inverse Synthetic Aperture Laser Radar

机译:基于逆合成孔径激光雷达的微动目标特征提取研究

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Synthetic aperture laser radar (inverse) combines the technology of laser radar with synthetic aperture, which has high imaging resolution, strong anti-interference, and good concealment. Due to the short laser wavelength and fast imaging time, the tiny vibrations of the moving target may achieve the target inverse synthetic aperture (range -Doppler) imaging in a very short time, which increases identification characteristics compared to the traditional optical remote point target detection and recognition; it reduces the complexity of data processing compared to radar, and optical imaging is easier to understand. Therefore, synthetic aperture laser radar has the advantages of both optics and radar, and has attracted more and more attention in long-distance target detection and recognition. Since 1960's, MIT Lincoln Laboratory has conducted research on the long-range target tracking and identification using laser radar. In this paper, the micro-motion feature extraction and recognition method for inverse synthetic aperture laser radar after target imaging is studied. The target images of different micro-motion form are analyzed by range-Doppler imaging model, and the geometric features of the target are extracted by the optical target segmentation algorithm. The Hough transform theory is used to extract the characteristics of the micro-motion period, and the micro-motion angle is inversed through the change of the target geometric features. The simulation test in field shows that this method can effectively extract the micro-motion characteristics of the target and lay a foundation for the micro-motion target recognition of synthetic aperture laser radar.
机译:合成孔径激光雷达(逆向)将激光雷达技术与合成孔径相结合,成像分辨率高,抗干扰性强,隐蔽性好。由于激光波长短且成像时间快,移动目标的微小振动可以在很短的时间内实现目标逆合成孔径(距离-多普勒)成像,与传统的光学远距离目标检测相比,其识别特性有所提高和认可;与雷达相比,它降低了数据处理的复杂性,并且光学成像更易于理解。因此,合成孔径激光雷达兼具光学和雷达的优点,在远距离目标的检测和识别上越来越受到关注。自1960年代以来,麻省理工学院林肯实验室就进行了使用激光雷达进行远程目标跟踪和识别的研究。研究了目标成像后逆合成孔径激光雷达的微动特征提取与识别方法。通过距离多普勒成像模型分析不同微运动形式的目标图像,并通过光学目标分割算法提取目标的几何特征。使用霍夫变换理论提取微运动周期的特征,并通过改变目标几何特征来反演微运动角度。现场仿真试验表明,该方法可以有效地提取目标的微动特征,为合成孔径激光雷达的微动目标识别奠定基础。

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