Cai Jian-hua , Liu Bei , Yang Jiang-he , Tuo Man-xian , Nie Jian-jun , Wang Sheng-hui , Fan Jun-hui
{"title":"基于EMD-AR频谱的3C 273变率周期分析","authors":"Cai Jian-hua , Liu Bei , Yang Jiang-he , Tuo Man-xian , Nie Jian-jun , Wang Sheng-hui , Fan Jun-hui","doi":"10.1016/j.chinastron.2022.09.002","DOIUrl":null,"url":null,"abstract":"<div><p><span><span>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<span><span>. 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 </span>power spectrum. The principle and application steps of EMD-AR spectrum method are discussed, and the observational data of </span></span>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</span><span><math><mo>±</mo></math></span>1), (15<span><math><mo>±</mo></math></span> 0.3), (7.5 <span><math><mo>±</mo></math></span> 0.2), (10 <span><math><mo>±</mo></math></span> 0.1), (5 <span><math><mo>±</mo></math></span> 0.6) and (6 <span><math><mo>±</mo></math></span> 0.4), and (3 <span><math><mo>±</mo></math></span> 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.</p></div>","PeriodicalId":35730,"journal":{"name":"Chinese Astronomy and Astrophysics","volume":"46 3","pages":"Pages 188-203"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Variability Periodicity Analysis of 3C 273 Based on EMD-AR Spectrum\",\"authors\":\"Cai Jian-hua , Liu Bei , Yang Jiang-he , Tuo Man-xian , Nie Jian-jun , Wang Sheng-hui , Fan Jun-hui\",\"doi\":\"10.1016/j.chinastron.2022.09.002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p><span><span>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<span><span>. 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 </span>power spectrum. The principle and application steps of EMD-AR spectrum method are discussed, and the observational data of </span></span>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</span><span><math><mo>±</mo></math></span>1), (15<span><math><mo>±</mo></math></span> 0.3), (7.5 <span><math><mo>±</mo></math></span> 0.2), (10 <span><math><mo>±</mo></math></span> 0.1), (5 <span><math><mo>±</mo></math></span> 0.6) and (6 <span><math><mo>±</mo></math></span> 0.4), and (3 <span><math><mo>±</mo></math></span> 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.</p></div>\",\"PeriodicalId\":35730,\"journal\":{\"name\":\"Chinese Astronomy and Astrophysics\",\"volume\":\"46 3\",\"pages\":\"Pages 188-203\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chinese Astronomy and Astrophysics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0275106222000595\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Physics and Astronomy\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Astronomy and Astrophysics","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0275106222000595","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Physics and Astronomy","Score":null,"Total":0}
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 (301), (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.
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.