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Estimation of the complex frequency of a harmonic signal based on a linear least squares method
  • ISSN号:1001-1595
  • 期刊名称:《测绘学报》
  • 时间:0
  • 分类:P315.7[天文地球—地震学;天文地球—固体地球物理学;天文地球—地球物理学]
  • 作者机构:Guangxi Polytechnic of Construction, Institute of Surveying and Mapping,Wuhan
  • 相关基金:supported by National 973 Project China (2013CB733302,2013CB733305);NSFCs (41174011, 41429401, 41210006, 41128003, 41021061)
中文摘要:

In this study, we propose a simple linear least squares estimation method(LLS) based on a Fourier transform to estimate the complex frequency of a harmonic signal. We first use a synthetically-generated noisy time series to validate the accuracy and effectiveness of LLS by comparing it with the commonly used linear autoregressive method(AR). For an input frequency of 0.5 m Hz, the calculated deviations from the theoretical value were 0.004‰and 0.008‰ for the LLS and AR methods respectively; and for an input 5 10 6attenuation,the calculated deviations for the LLS and AR methods were 2.4% and 1.6%. Though the theory of the AR method is more complex than that of LLS, the results show LLS is a useful alternative method. Finally, we use LLS to estimate the complex frequencies of the five singlets of the0S2 mode of the Earth’s free oscillation. Not only are the results consistent with previous studies, the method has high estimation precisions, which may prove helpful in determining constraints on the Earth’s interior structures.

英文摘要:

In this study, we propose a simple linear least squares estimation method(LLS) based on a Fourier transform to estimate the complex frequency of a harmonic signal. We first use a synthetically-generated noisy time series to validate the accuracy and effectiveness of LLS by comparing it with the commonly used linear autoregressive method(AR). For an input frequency of 0.5 m Hz, the calculated deviations from the theoretical value were 0.004‰and 0.008‰ for the LLS and AR methods respectively; and for an input 5 10 6attenuation,the calculated deviations for the LLS and AR methods were 2.4% and 1.6%. Though the theory of the AR method is more complex than that of LLS, the results show LLS is a useful alternative method. Finally, we use LLS to estimate the complex frequencies of the five singlets of the0S2 mode of the Earth’s free oscillation. Not only are the results consistent with previous studies, the method has high estimation precisions, which may prove helpful in determining constraints on the Earth’s interior structures.

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期刊信息
  • 《测绘学报》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国测绘地理信息学会
  • 主编:杨元喜
  • 地址:北京市西城区三里河路50号
  • 邮编:100045
  • 邮箱:chxb@periodicals.net.cn
  • 电话:010-68531192
  • 国际标准刊号:ISSN:1001-1595
  • 国内统一刊号:ISSN:11-2089/P
  • 邮发代号:2-224
  • 获奖情况:
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  • 被引量:18477