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首页> 外文期刊>Annales Geophysicae >Optimal binary phase codes and sidelobe-free decoding filters with application to incoherent scatter radar
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Optimal binary phase codes and sidelobe-free decoding filters with application to incoherent scatter radar

机译:最优二进制相位码和无旁瓣解码滤波器,应用于非相干散射雷达

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This paper presents binary phase codes and corresponding decoding filters which are optimal in the sense that they produce no sidelobes and they maximise the signal-to-noise ratio (SNR henceforth). The search is made by investigating all possible binary phase codes with a given length. After selecting the code, the first step is to find a filter which produces no sidelobes. This is possible for all codes with no zeros in the frequency domain, and it turns out that most codes satisfy this requirement. An example of a code which cannot be decoded in this way is a code with a single phase, i.e. a long pulse. The second step is to investigate the SNR performance of the codes. Then the optimal code of a given length is the one with the highest SNR at the filter output. All codes with lengths of 3-25 bits were studied, which means investigating 33 554 428 binary phase codes. It turns out that all Barker codes except the 11-bit code are optimal in the above sense. It is well known that the performance of matched-filter decoding of Barker codes is better than decoding without sidelobes. In the case of the 7-bit Barker code, it is shown here that the SNR given by sidelobe-free decoding is nearly 30% worse than that of standard decoding, but for the 13-bit code sidelobe-free decoding is only about 5% worse. The deterioration of SNR should be evaluated against the benefits gained in disposing of the sidelobes, which, even for the 13-bit code, contribute by 7.1% to the total signal power from a homogeneous target. Thus, regions of weak scattering can be contaminated by the sidelobes from neighbouring layers of strong scattering, causing broadening of thin spatial structures and giving a lower spatial resolution than implied by the bit length. A practical example is shown where sidelobes mask a weak signal when the standard matched filter is used in the analysis. An improvement is achieved when sidelobe-free filtering is carried out.
机译:本文介绍了二进制相位码和相应的解码滤波器,它们在不产生旁瓣且最大化信噪比(SNR)的意义上是最佳的。通过研究给定长度的所有可能的二进制相位代码进行搜索。选择代码后,第一步是找到一个不会产生旁瓣的滤波器。对于频域中不为零的所有代码,这都是可能的,事实证明,大多数代码都满足此要求。不能以这种方式解码的代码的示例是具有单相,即长脉冲的代码。第二步是研究代码的SNR性能。那么,给定长度的最优代码就是在滤波器输出端具有最高SNR的代码。研究了所有3-25位长度的代码,这意味着要研究33554428二进制相位代码。事实证明,在上述意义上,除11位代码外的所有Barker代码都是最佳的。众所周知,巴克码的匹配滤波器解码的性能要优于无旁瓣的解码。在使用7位巴克码的情况下,此处显示的无旁瓣解码给出的SNR比标准解码差30%,但对于13位代码,无旁瓣解码给出的SNR仅为5左右。 % 更差。应当根据处理旁瓣所获得的好处来评估SNR的下降,旁瓣即使对于13位代码,也占同类目标总信号功率的7.1%。因此,散射较弱的区域可能会被相邻的散射较强的层的旁瓣污染,从而导致较薄的空间结构变宽,并且空间分辨率低于位长度所隐含的分辨率。给出了一个实际示例,其中在分析中使用标准匹配滤波器时,旁瓣掩盖了微弱的信号。当执行无旁瓣滤波时,可以实现改进。

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