基于EMD-AR频谱的3C 273变率周期分析

Q4 Physics and Astronomy Chinese Astronomy and Astrophysics Pub Date : 2022-07-01 DOI:10.1016/j.chinastron.2022.09.002
Cai Jian-hua , Liu Bei , Yang Jiang-he , Tuo Man-xian , Nie Jian-jun , Wang Sheng-hui , Fan Jun-hui
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引用次数: 0

摘要

光的变化是耀变体最重要的观测特征之一,其中一些是准周期性的。分析Blazar的变化周期可以为解释其中心黑洞和吸积盘的内部物理结构提供重要信息。本文利用经验模态分解(EMD)和自回归(AR)模型谱估计方法的优点,提出了一种基于EMD-AR谱的组合变率周期分析方法。首先,利用EMD对观测数据进行分解得到模态分量,并计算模态分量与原始光变曲线的相关系数;然后,对高相关分量的变率周期进行估计和求和。最后,利用功率谱计算了Blazar的光变周期。讨论了EMD-AR光谱法的原理和应用步骤,并对类星体3C 273 1887 - 2016年的观测数据进行了分析。物体3C 273的长时标周期分别为21.23、13.51、11.02、5.51、4.69、3.79和2.76 yr,与文献报道的长时标周期吻合较好。短时间尺度周期分别为(30±1)、(15±0.3)、(7.5±0.2)、(10±0.1)、(5±0.6)、(6±0.4)和(3±0.5)min。这些可能的周期之间存在近似的周期加倍关系,这在以往的研究中未见报道,可为进一步的研究提供参考。
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Variability Periodicity Analysis of 3C 273 Based on EMD-AR Spectrum

Light variation is one of the most significant observation features of Blazar, some of which are quasi periodic. The analysis of Blazar’s variability periodicity can provide important information for explaining the internal physical structure of its central black hole and accretion disk. In this paper, benefited from the advantages of empirical mode decomposition (EMD) and auto-regressive (AR) model spectrum estimation methods, a combined variability periodicity analysis method is proposed based on the EMD-AR spectrum. First, EMD is used to decompose the observed data to obtain the modal components, and the correlation coefficient between them and the original light variation curve are calculated. Then, the variability periodicity of the components with a high correlation is estimated and summed. Finally, the light variation period of Blazar is calculated by using the power spectrum. The principle and application steps of EMD-AR spectrum method are discussed, and the observational data of quasar 3C 273 from 1887 to 2016 are analyzed with this method. The long time scale periods of object 3C 273 were 21.23, 13.51, 11.02, 5.51, 4.69, 3.79, and 2.76 yr, which were in good agreement with that reported in the literature. The short time scale periods were (30±1), (15± 0.3), (7.5 ± 0.2), (10 ± 0.1), (5 ± 0.6) and (6 ± 0.4), and (3 ± 0.5) min. There is an approximate period-doubling relationship among these possible periods, which has not been reported before, and may provide reference for further research.

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来源期刊
Chinese Astronomy and Astrophysics
Chinese Astronomy and Astrophysics Physics and Astronomy-Astronomy and Astrophysics
CiteScore
0.70
自引率
0.00%
发文量
20
期刊介绍: The vigorous growth of astronomical and astrophysical science in China led to an increase in papers on astrophysics which Acta Astronomica Sinica could no longer absorb. Translations of papers from two new journals the Chinese Journal of Space Science and Acta Astrophysica Sinica are added to the translation of Acta Astronomica Sinica to form the new journal Chinese Astronomy and Astrophysics. Chinese Astronomy and Astrophysics brings English translations of notable articles to astronomers and astrophysicists outside China.
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