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arXiv 1504.03481astro-ph.IM
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硬X射线调制望远镜成像观测的点源探测性能

Point source detection performance of Hard X-ray Modulation Telescope imaging observation

Zhuoxi Huo, Yiming Li, Xiaobo Li, Jianfeng Zhou

摘要:

硬X射线调制望远镜(HXMT)将在硬X射线波段进行全天空巡天,并对一系列小的天空区域进行深度成像。我们期望在这些成像观测中检测到各种紧凑的物体。HXMT成像观测的点源探测性能不仅取决于仪器本身,还取决于其数据分析,因为图像是由HXMT观测数据用数值方法重建的。在HXMT成像数据分析流水线中,除噪技术与解调、震源检测一样,起着重要的作用。在本文中,我们已经实现了几种方法去噪HXMT数据和评估的点源检测性能的灵敏度和定位精度。结果表明,在HXMT成像观测的数据分析中,虽然可以通过选择和调整数值方法来进一步提高灵敏度和定位精度,但1倍互相关直接解调法应作为默认的重建和正则化方法。

英文摘要:

The Hard X-ray Modulation Telescope (HXMT) will perform an all-sky survey in hard X-ray band as well as deep imaging of a series of small sky regions. We expect various compact objects to be detected in these imaging observations. Point source detection performance of HXMT imaging observation depends not only on the instrument but also on its data analysis since images are reconstructed from HXMT observed data with numeric methods. Denoising technique plays an import part in HXMT imaging data analysis pipeline alongside with demodulation and source detection. In this paper we have implemented several methods for denoising HXMT data and evaluated the point source detection performances in terms of sensitivities and location accuracies. The results show that direct demodulation with 1-fold cross correlation should be the default reconstruction and regularization methods, although both sensitivity and location accuracy could be further imporved by selecting and tuning numerical methods in data analysis of HXMT imaging observations.

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