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Radiometric detection of spread-spectrum signals in noise of uncertain power

机译:不确定功率噪声中的扩频信号的辐射检测

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摘要

The standard analysis of the radiometric detectability of a spread-spectrum signal assumes a background of stationary, white Gaussian noise whose power spectral density can be measured very accurately. This assumption yields a fairly high probability of interception, even for signals of short duration. By explicitly considering the effect of uncertain knowledge of the noise power density, it is demonstrated that detection of these signals by a wideband radiometer can be considerably more difficult in practice than is indicated by the standard result. Worst-case performance bounds are provided as a function of input signal-to-noise ratio (SNR), time-bandwidth (TW) product and peak-to-peak noise uncertainty. The results are illustrated graphically for a number of situations of interest. It is also shown that asymptotically, as the TW product becomes large, the SNR required for detection becomes a function of noise uncertainty only and is independent of the detection parameters and the observation interval.
机译:扩频信号的辐射可检测性的标准分析假设背景为平稳的高斯白噪声,可以非常精确地测量其功率谱密度。即使对于持续时间短的信号,此假设也会产生相当高的拦截概率。通过明确考虑不确定的噪声功率密度知识的影响,可以证明,与标准结果相比,在实践中用宽带辐射计检测这些信号要困难得多。最坏情况下的性能范围是输入信噪比(SNR),时间带宽(TW)乘积和峰峰值噪声不确定性的函数。结果以图形方式说明了许多感兴趣的情况。还显示出,随着TW乘积的增大,检测所需的SNR仅成为噪声不确定性的函数,并且与检测参数和观察间隔无关。

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