統(tǒng)計(jì)傳遞函數(shù)估計(jì)誤差對(duì)NVST高分辨算法重建結(jié)果的影響分析
[Abstract]:As the largest ground-based solar telescope in China, Fuxian Lake 1 m vacuum Solar Telescope (New Vacuum Solar Telescope,NVST) has the mission of providing high quality and high resolution observation data to Heliophysical researchers. The correct estimation of the statistical transfer function is a key step in the reconstruction of NVST images, but the aberration of the telescope, the photon noise and the non-isobaric effect may lead to the deviation of the estimation of the transfer function. In the actual data processing of high-resolution solar data, the estimation error of the statistical transfer function will result in the resolution of the high-resolution data processing reduced or even distorted. Therefore, it is necessary to study the effect of the estimation error of statistical transfer function on the reconstruction results of high-resolution images, so as to obtain a better resolution of reconstructed images. Based on the theory of speckle reconstruction algorithm, the effects of aberration, noise and non-equal-halo effect on the reconstruction results of NVST high resolution algorithm are studied by theoretical derivation, numerical simulation and real data reconstruction. Two main considerations: 1. The effect of error on the Fourier mode of target reconstruction. 2. The effect of error on the phase reconstruction of target. The main work of this paper is as follows: 1) the effects of different aberrations of the same type of aberrations on the reconstruction results of NVST with the same atmospheric apparent degree are analyzed. The effect of the same aberration size of different types of aberrations on the high resolution reconstruction results of NVST under the same atmospheric apparent intensity; The effect of the same type aberration and the same aberration on the reconstruction results of NVST high resolution is analyzed. 2) the influence of photon noise on image power spectrum reconstruction is analyzed. The influence of different photon noise on the spectral ratio curve under different atmospheric apparent degree constants; Effects of different Atmospheric apparent Nine constants and different Photon noise on the Reconstruction results of NVST algorithm. 3) the effects of non-equal-halo effect on speckle interferometry speckle mask method and spectral ratio method for estimating transfer function are derived. The non-equal-halo effect is simulated by numerical simulation, and the measured optical sphere data are reconstructed with different sub-block sizes. The effect of non-equal-halo effect on the reconstruction results of NVST high-resolution image is analyzed by using the average power spectrum of the image. When the aberration is not larger than a certain range, the aberration does not have much influence on the reconstruction results. When the aberration is larger than a certain range, the aberration will affect the reconstruction result and become more obvious with the increase of aberration and the improvement of atmospheric apparent degree. Defocus aberration and spherical aberration have great influence on image reconstruction. Photon noise induces bias in speckle power spectrum, and a high frequency amplification phenomenon occurs during reconstruction, which leads to the failure to recover the high frequency information that researchers want to reconstruct. When the atmospheric apparent degree is relatively good, the photon noise has a great influence on the spectral ratio curve, which will make the estimation of the speckle interferometry transfer function biased. When the apparent noise is relatively poor, the reconstruction accuracy of the recursive phase of the respectral method is obviously reduced by the photon noise. The effect of non-equal-halo error on the reconstruction of large field of view object will make the reconstruction result of speckle interferometry inaccurate and result in the decrease of image resolution. In order to improve the resolution of the reconstructed image, it is better to divide the image into blocks with the size of the equal-halo region, so that the effect of the non-isobaric effect can be minimized or even ignored.
【學(xué)位授予單位】:中國(guó)科學(xué)院大學(xué)(中國(guó)科學(xué)院云南天文臺(tái))
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2017
【分類號(hào)】:P111.41
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