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基于照度的SAR图像均衡算法研究
  • ISSN号:1009-5896
  • 期刊名称:《电子与信息学报》
  • 时间:0
  • 分类:TN957.52[电子电信—信号与信息处理;电子电信—信息与通信工程]
  • 作者机构:[1]国防科技大学电子科学与工程学院,长沙410073
  • 相关基金:国家自然科学基金(60972121)资助课题
中文摘要:

受气流和飞行稳定性等的影响,轻小型无人机常常存在剧烈的位置和姿态抖动。姿态抖动能够导致机载合成孔径雷达(SAR)系统对地面的照射能量不均匀,引起图像增益不均衡。为剔除成像模型对图像增益分布的影响,还原目标散射特征,该文提出“照度”的概念以表征单位面积上雷达的照射能量,同时给出了照度的计算公式并推导得到成像幅度可视为目标散射强度与照度的乘积。针对传统图像均衡方法将照度和目标散射强度混淆,使得均衡结果无法反映真实目标散射特征的问题,提出一种新的基于照度的图像均衡方法。该方法在后向投影(BP)累加过程中计算成像区域中各像素点的照度,依据照度对成像结果进行加权处理。仿真和实测数据处理结果表明,该方法能够有效抑制载机位置和姿态误差引起的图像增益不均衡现象,准确还原图像真实散射强度信息。

英文摘要:

Due to wind turbulence and flight instability, the flight trajectories of drones often exhibit highly variety in position and attitude. The deviation from linear stable paths causes non-uniform illuminating energy of Synthetic Aperture Radar (SAR) system on targets, and also the fluctuant SAR image amplitude. In order to suppress the effect of imaging model and revert the scattering features of targets, in this paper the concept of 'illumination' is introduced to denote the radar illumination energy per unit area. Then the expression of illumination is deduced, and shows that image amplitude can be considered as the product of illumination and scattering intensity of targets. Traditional image equalization methods confuse the difference between illumination ununiformity and amplitude of targets, thus the equalization results can not show the real scattering intensity of targets. A novel image equalization method based on illumination is presented to overcome these conditions unconsidered by previous algorithms. In this method the illumination is computed during the Back-Projeetion (BP) accumulation and the image result is weighted by the illumination. The computer simulation and real data results demonstrate the effectiveness of this approach in suppressing the image amplitude ununiformity caused by variety in position and attitude and resuming the scattering feature of targets.

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期刊信息
  • 《电子与信息学报》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院电子学研究所 国家自然科学基金委员会信息科学部
  • 主编:朱敏慧
  • 地址:北京市北四环西路19号
  • 邮编:100190
  • 邮箱:jeit@mail.ie.ac.cn
  • 电话:010-58887066
  • 国际标准刊号:ISSN:1009-5896
  • 国内统一刊号:ISSN:11-4494/TN
  • 邮发代号:2-179
  • 获奖情况:
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:24739