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arXiv 1306.5923astro-ph.SRastro-ph.IM
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高角分辨率测量近红外月蚀光变曲线分析中的降噪方法

Noise reduction methods in analysis of near infrared lunar occultation light curves for high angular resolution measurements

Tapas Baug, Thyagarajan Chandrasekhar

摘要:

近红外的月掩星(LO)技术即使使用地面的1米级望远镜,也能在掩星源上提供低至毫角秒的角分辨率。LO观测仅限于较亮的物体,因为它们需要高的信噪比(S/N ~ 40)才能正确提取角直径值。因此,在这项研究中,通过使用傅立叶变换和小波变换降低噪声来提高S/N比的方法进行了探索。本文用阿布山天文台红外照相机观测到的54条近红外LO光变曲线作为样本。可以看出,与原始数据相比,傅立叶和小波方法都显示出S/N的改善。然而,小波变换的应用导致条纹的轻微平滑,从而导致更高的角直径值。傅立叶变换减少离散噪声频率不使条纹失真。傅里叶变换方法似乎是有效的S/N的改善,以及改善模型拟合,特别是在我们的样品较暗的制度。在某些情况下,它们还为较亮的光源提供了更好的模型拟合,尽管可能没有显着的S/N改善。

英文摘要:

Lunar occultation (LO) technique in the near-infrared provides angular resolution down to milliarcseconds on the occulted source even with ground-based 1m class telescopes. LO observations are limited to brighter objects because they require high signal to noise ratio (S/N ~ 40) for proper extraction of angular diameter values. Hence, methods to improve the S/N ratio by reducing noise using Fourier and Wavelet transforms have been explored in this study. A sample of 54 near-infrared LO light curves observed with IR Camera at Mt Abu observatory has been used. It is seen that both Fourier and Wavelet methods have shown improvement in S/N, compared to the original data. However, the application of wavelet transforms results in slight smoothening of the fringes resulting in a higher angular diameter value. Fourier transforms which reduce discrete noise frequencies do not distort the fringe. Fourier transform method seems to be effective in S/N improvement, as well as improved model fit particularly in the fainter regime of our sample. They also provide a better model fit for brighter sources in some cases though there may not be significant S/N improvement.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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