一种基于Tsallis熵的逆合成孔径雷达距离对准方法
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Range Alignment Method for ISAR Using Tsallis Entropy
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    摘要:

    距离对准是逆合成孔径雷达(ISAR) 成像处理中运动补偿的关键步骤,其对准质量影响最终的ISAR成像质量。在传统的基于Shan non熵的距离对准方法基础上,本文给出一种新的基于Tsallis熵的距离对准方法,即引入非 广延Tsallis熵,来衡量合成距离像的锐化度,并对距离平移量进行估计。详细分析了Tsall is熵的特性和用于距离对准的可行性,并通过仿真和实测数据,来验证基于Tsallis熵的距 离对准方法的性能。结果表明,相比基于Shannon熵的距离对准方法,基于Tsallis熵的距离 对准方法具有较好的抗噪声性能,并且可获得更好的距离对准效果。

    Abstract:

    Range align ment is a key step of the motion compensation in inverse synthetic aperture rada r (ISAR) imaging. The quality of the range alignment affects the quality of the resulting reconstructed ISAR image. Based on the conventional Shannon entropy ba sed range alignment method, a new range alignment method using Tsallis entropy i s presented, where the Tsallis entropy is introduced to measure the sharpness of the synthetic range profiles (sum of the shifted range profiles), and estimate the amount of the range shift. The property of Tsallis entropy and the applicabi lity in range alignment are analyzed in detail. Simulated and real data are used to verify the performance of the range alignment method using Tsallis entropy. The results show that, compared with the range alignment method using Shannon en tropy, the range alignment method using Tsallis entropy has good anti noise per formance, and is able to obtain better alignment results.

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荆腾,汪玲.一种基于Tsallis熵的逆合成孔径雷达距离对准方法[J].数据采集与处理,2014,29(4):609-614

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  • 在线发布日期: 2014-09-02