脉冲雷达提取复杂目标时频特征的方向依赖性

S. Abrahamson, B. Brusmark, H. Strifors, G. Gaunaurd
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引用次数: 6

摘要

研究了脉冲雷达发射的短持续时间电磁脉冲与复杂形状目标的散射相互作用。目标是一架飞机的金属化塑料比例模型,在这种情况下是B-52轰炸机。由雷达和数字化信号分析仪组成的完整系统滤波后的后向散射方向的形式函数,即雷达截面(RCS),是由位于消声室中的目标在几个不同的射向角中的每一个照射时的测量数据确定的。照明的方向是正面,侧面和尾部,以及一些中间的方面。我们还检查了目标的时频特征,我们特别注意到它们在整个角度范围内以良好的方式变化,从正面到尾部。此外,一些突出特征的位置在宽角间隔内保持不变。我们对时频特征的方面依赖性的研究表明,复杂形状目标的识别可以基于每个给定目标的一小组模板。这样的时频特征集可以与神经网络或其他模式识别器结合使用,以实现目标的明确分类。
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Aspect dependence of time-frequency signatures of a complex target extracted by impulse radar
We study the scattering interaction of a complex-shaped target with electromagnetic pulses of short duration transmitted by an impulse radar. The target is a metallized plastic scale model of an aircraft, in this case a B-52 bomber. The form-function, or radar cross-section (RCS), in the backscattering direction, filtered by the complete system made up of radar and digitizing signal analyzer, is determined from the measured data when the target, located in an anechoic chamber, is illuminated at each one of several different aspect angles. The directions of illumination are the head-on, broadside, and tail-on aspects together with a number of intermediate aspects. Also time-frequency signatures from the target are examined, and we notice in particular that they change in a well behaved manner with the aspect angles throughout the entire angular range from head-on to tail-on. Furthermore, the location of a few prominent features remains constant in wide angular intervals. Our examination of the aspect dependence of the time-frequency signatures suggests that the identification of complex-shaped targets can be based upon a small set of templates for each given target. Such sets of time-frequency signatures could then be used in conjunction with neural networks or other pattern recognizers to achieve the unambiguous classification of targets.
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