High-resolution image forming with bispectral data processing

A. Totsky, V. Morozov
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Abstract

One of the promising methods for improvement of radio astronomy image forming systems is the method of analytical continuation of the object spatial spectrum. However, atmospheric turbulence and internal system noises restrict the real resolution of this method. In the present work, the authors propose that the analytical continuation method be supplemented by such effective noise suppression means as statistical signal processing utilizing triple correlation functions and their Fourier spectra which are called bispectra. The most important advantage of the triple correlation function is its virtual insensitivity to Gaussian noise.<>
高分辨率图像形成与双光谱数据处理
天体空间谱的解析延拓方法是改进射电天文成像系统的一种很有前途的方法。然而,大气湍流和系统内部噪声限制了该方法的实际分辨率。在本工作中,作者提出用有效的噪声抑制手段补充解析延拓方法,如利用三重相关函数及其傅立叶谱(称为双谱)的统计信号处理。三重相关函数最重要的优点是它对高斯噪声几乎不敏感。
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