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Based on GA and azimuth constraint radar multi-target recognition

机译:基于遗传算法和方位约束的雷达多目标识别

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摘要

In the study field of using HRRP for radar multi-target recognition, besides the azimuth angle, target species, numbers, degree of aliasing are influencing the change of HRRP, which makes HRRP templates number increase exponentially. Accordingly, it is very difficult to classify the sample by using conventional matching method in a short time. This article introduces the genetic algorithm to solve this puzzle. By taking advantages of the characteristics of self-evolution of the genetic algorithm, we can get a convergence result. At the same time, we also propose a constraint-based radar azimuth information search algorithm which will further improve the efficiency of radar multi-target recognition.
机译:在使用HRRP进行雷达多目标识别的研究领域中,除了方位角以外,目标种类,数量,混叠程度都影响着HRRP的变化,这使得HRRP模板数量呈指数增长。因此,很难在短时间内通过使用常规的匹配方法对样本进行分类。本文介绍了遗传算法来解决这个难题。利用遗传算法自进化的特点,可以得到收敛的结果。同时,我们还提出了一种基于约束的雷达方位角信息搜索算法,该算法将进一步提高雷达多目标识别的效率。

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