earticle

논문검색

Study on the Denoising Processing of Ultrasonic Testing Signal for Standing Trees Based on Wavelet Transform

초록

영어

To remove the impact of noise on the ultrasonic testing signals of standing trees, wavelet transform method was used to eliminate the noise in the collected ultrasonic signals in the field. In order to achieve the best denoising effect, four kinds of wavelet base denoising parameters including Daubechies (db), Symlets (sym), Coiflets (coif), and Discrete Meyer (dmey) were compared, and the best denoising effect was obtained with db3 wavelet base. The variations of denoising parameters corresponding to the number of db3 wavelet decomposition levels (1- 8) were further analyzed and the decomposition level 4 was demonstrated the best. Meanwhile, the effects of wavelet denoising under different threshold states were compared and the hard rigrsure threshold was demonstrated the best. Experimental results showed that the wavelet transform can effectively remove noise hidden in the ultrasonic signal and improve the denoising effect by selecting reasonable parameters, which laid some initial groundwork for efficient extraction of useful information from the ultrasonic signals.

목차

Abstract
 1. Introduction
 2. Material and Method
  2.1. Ultrasonic Signal Acquisition and Data Preprocessing
  2.2. The Principles of Wavelet Denoising
  2.3. Evaluation of Denoising
 3. Results and Analysis
  3.1. Effects of Denoising by Different Wavelet Bases
  3.2. Effects of Denoising by Different Decomposition Levels
  3.3. Effects of Denoising by Different Thresholds
  3.4. Effect of Wavelet Transform Denoising
 4. Conclusions and Discussion
 References

저자정보

  • Wenshu Lin College of Engineering and Technology, Northeast Forestry University, Harbin 150040, China
  • Haokai Xu College of Engineering and Technology, Northeast Forestry University, Harbin 150040, China
  • Jinzhuo Wu College of Engineering and Technology, Northeast Forestry University, Harbin 150040, China

참고문헌

자료제공 : 네이버학술정보

    함께 이용한 논문

      ※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

      0개의 논문이 장바구니에 담겼습니다.