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Radar target discrimination using a hybrid E-pulse fourth-order moments technique

机译:使用混合电子脉冲四阶矩技术的雷达目标识别

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摘要

A variant of the original extinction pulse (E-pulse) technique for radar target discrimination is proposed. The scheme includes, before convolution with the E-pulse discriminant waveform, a new stage in which the fourth-order moments sequence of the unknown-target impulse-response, r(t), is estimated. To justify this inclusion, it has been shown previously that, by using a particular set of one-dimensional slices on the fourth-order moments space and an appropriately defined 'covariance-type' estimator, this moments sequence retains the same damped complex exponential structure as signal r(t), thus only containing the natural resonances of the unknown target. Simulation results clearly show that significant improvements are achieved by using the fourth-order moments sequence of r(t) as the unknown-target signature, instead of the original signal r(t) in the E-pulse discrimination scheme. These results are especially notable when high levels of additive Gaussian noise, white or coloured, are present in r(t).
机译:提出了一种用于雷达目标识别的原始消光脉冲(E-pulse)技术的变体。该方案包括在与E脉冲判别波形卷积之前,进入一个新阶段,在该阶段中,未知目标冲激响应的四阶矩序列r(t)被估算。为了证明这种包含的合理性,先前已经表明,通过在四阶矩空间上使用一组特定的一维切片和适当定义的“协方差类型”估计量,此矩序列保留了相同的阻尼复指数结构作为信号r(t),因此仅包含未知目标的自然共振。仿真结果清楚地表明,通过使用r(t)的四阶矩序列作为未知目标签名,而不是E脉冲识别方案中的原始信号r(t),可以实现显着的改进。当r(t)中存在高水平的加性高斯噪声(白色或彩色)时,这些结果尤为明显。

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