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Frequency-domain method for separating signal and noise

  • Xiaowen Li
  • , Feng Gao
  • , Jindi Wang
  • , A. H. Strahler
  • , W. Lucht
  • , C. Schaaf
  • Beijing Normal University
  • Boston University
  • CAS - Nanjing Institute of Geography and Limnology
  • Potsdam Institute for Climate Impact Research

Research output: Contribution to journal › Article › peer-review

Abstract

A new method for separation of signal and noise (SSN) is put forward. Frequency is redefined according to the features of signal and its derivative in the sampling time interval, thus double orthogonal basis (DOB) is constructed so that a signal can be precisely signified with a linear combination of low-frequency DOB. Under joint consideration in time domain (TD) and frequency domain (FD), a method on SSN with high accuracy is derived and a matched algorithm is designed and analyzed. This method is applicable to SSN in multiple frequency bands, and convenient in applying signal characteristics in TD and FD synthetically with higher accuracy.

Original languageEnglish
Pages (from-to)9-16
Number of pages8
JournalScience in China, Series E: Technological Sciences
Volume43
Issue number1
DOIs
StatePublished - Feb 2000

ASJC Scopus Subject Areas

  • General Materials Science
  • General Engineering

Keywords

  • Double orthogonal basis
  • Features in time domain and frequency domain
  • Frequency
  • Separation of signal and noise
  • Spline function

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