Qiu Bo, Hu Zhan-yi, Zhao Yong-heng
National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100080, China.
Guang Pu Xue Yu Guang Pu Fen Xi. 2002 Aug;22(4):695-8.
In this paper, we present a novel technique for redshift identification. Redshift is a key parameter of celestial spectra. In the literature, there are few reports on redshift identification due to either no many people working on the problem or perhaps industrial confidentiality. Our technique is a pseudo-triangle technique. It consists of the following three major steps: in the first step, the three wavelengths corresponding to the three highest intensity values of an unknown spectrum are selected to construct a pseudo-triangle, and the largest angle of this triangle is calculated which is independent of redshift value. In the second step, the obtained angle is used as an index to retrieve the corresponding three model wavelengths via a pre-calculated look-up-table, which is composed of all the combinations of all the feature wavelengths of the model spectrum. And finally, based on the three corresponding wavelengths, the corresponding redshift value is derived. The main characteristic of our technique is its simplicity and efficiency, which is demonstrated by experiments on simulated data as well as on real celestial spectra. It is shown that the correct identification rate can reach as high as 86%. Taking into account the high noisy nature of celestial spectra, such a result is considered a good one.
在本文中,我们提出了一种用于红移识别的新技术。红移是天体光谱的一个关键参数。在文献中,由于从事该问题研究的人员不多或者可能存在行业保密等原因,关于红移识别的报道很少。我们的技术是一种伪三角形技术。它由以下三个主要步骤组成:第一步,选择与未知光谱的三个最高强度值相对应的三个波长来构建一个伪三角形,并计算该三角形的最大角度,此角度与红移值无关。第二步,将得到的角度用作索引,通过预先计算的查找表来检索相应的三个模型波长,该查找表由模型光谱的所有特征波长的所有组合组成。最后,基于这三个相应的波长,推导出相应的红移值。我们技术的主要特点是其简单性和高效性,这在模拟数据以及真实天体光谱的实验中得到了证明。结果表明,正确识别率可高达86%。考虑到天体光谱的高噪声特性,这样的结果被认为是不错的。