2008Noise and Vibration ControlRequires access

Denoising Method Study on Automobile Engines Based on Wavelet Packet Transform

Wenzhi Yang

Open publisher page 0 citations

Abstract

Using the theory of wavelet packet transform and its de-noising principle,de-noising of the signals of automobile engines was carried out and analyzed.And the signal characteristics were extracted effectively.Through the residual signal spectrum analysis and statistics analysis after de-noising,the characteristic frequency of the noise signal was obtained.Finally,through the computer simulation of several examples,the wavelet packet de-noising method was verified.The result shows that wavelet packet de-noising method is very effective.

About this research paper

What this paper is about

Using the theory of wavelet packet transform and its de-noising principle,de-noising of the signals of automobile engines was carried out and analyzed.And the signal characteristics were extracted effectively.Through the residual signal spectrum analysis and statistics analysis after de-noising,the characteristic frequency of the noise signal was obtained.Finally,through the computer simulation of several examples,the wavelet packet de-noising method was verified.The result shows that wavelet packet de-noising method is very effective.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Using the theory of wavelet packet transform and its de-noising principle,de-noising of the signals of automobile engines was carried out and analyzed.And the signal characteristics were extracted effectively.Through the residual signal spectrum analysis and statistics analysis after de-noising,the characteristic frequency of the noise signal was obtained.Finally,through the computer simulation of several examples,the wavelet packet de-noising method was verified.The result shows that wavelet packet de-noising method is very effective.

Key concepts: Wavelet packet decomposition, Wavelet, Second-generation wavelet transform, Discrete wavelet transform, Stationary wavelet transform, Wavelet transform, Network packet, Noise reduction

Related papers

Back to paper searchBrowse research topicsOriginal source
Denoising Method Study on Automobile Engines Based on Wavelet Packet Transform — Research Paper | ScholarLens