Parameter estimation for harmonics by the quadratic interpolation

Rong Ching Wu, Tai Yi Yang, Ting Chia Ou

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper offers a complete method to find the exact amplitude, frequency, and phase of harmonics. A simulated signal is taken to fit the real one. When this simulated signal is equal to the real one, the parameters of the simulated signal are identical to the real values. This method includes three major processes, initial value setting, gradient method, and quadratic interpolation. In initial value setting, this process analyzes the scale data with the two highest amplitudes of each band, and the precise values will be found. The difference between simulated and practical signals could be expressed as a least mean square problem. The gradient method provides the initial condition for the quadratic interpolation. The minimum error search is accomplished by the quadratic interpolation, which could improve the search efficiency and reduce iteration time. After a few iterations, the method will obtain the exact harmonic parameters.

Original languageEnglish
Title of host publicationProceedings of the IASTED Asian Conference on Modelling and Simulation
Pages41-46
Number of pages6
Publication statusPublished - 2007
EventIASTED Asian Conference on Modelling and Simulation - Beijing, China
Duration: 2007 Oct 82007 Oct 10

Publication series

NameProceedings of the IASTED Asian Conference on Modelling and Simulation

Conference

ConferenceIASTED Asian Conference on Modelling and Simulation
Country/TerritoryChina
CityBeijing
Period07-10-0807-10-10

All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics
  • Computational Mechanics

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