The method of random vibration signal transformation from frequency to time domain based on FIR digit filter

Jie Li*, Jinlu Pang, Xiaoyan Wang, Hai Lan, Zhiyong Wang

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

Abstract

Based on finite unit impulse response, FIR digit filter is designed according as the given power spectral density (PSD) characteristics beforehand. By controlling the parameters of filter, amplitude-phase characteristics that can meet completely the preconditions and demand is obtained. And then white noise is inputted to filter, random vibration time signal is generated. Moreover, the method of parameters analysis of AR autoregressive model is used to estimate and validate power spectrum of the gotten random vibration time domain signal. The result shows that the accuracy and error of PSD between AR model and the given function are within the range of the permitted value. And random vibration time signal obtained by using the redesigned FIR filter can meet absolutely the precision demand beforehand in the simulation and test.

Original languageEnglish
Title of host publicationAdvanced Mechanical Design
Pages1277-1282
Number of pages6
DOIs
Publication statusPublished - 2012
Event3rd international Conference on Manufacturing Science and Engineering, ICMSE 2012 - Xiamen, China
Duration: 27 Mar 201229 Mar 2012

Publication series

NameAdvanced Materials Research
Volume479-481
ISSN (Print)1022-6680

Conference

Conference3rd international Conference on Manufacturing Science and Engineering, ICMSE 2012
Country/TerritoryChina
CityXiamen
Period27/03/1229/03/12

Keywords

  • AR model
  • FIR digit filter
  • Random vibration
  • Time domain signal

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