›› 2014, Vol. 27 ›› Issue (2): 17-.

• 论文 • 上一篇    下一篇

改进的阈值函数去噪算法

张金榜,孙艺笑,王润典,徐磊   

  1. (武警警官学院 信息工程系,四川 成都 610213)
  • 出版日期:2014-02-15 发布日期:2014-01-12
  • 作者简介:张金榜(1986—),男,硕士研究生。研究方向:无线数据通信,电子技术应用。E-mail:zhangjinbang12315@163.com

An Improved Threshold Denoising Algorithm

 ZHANG Jin-Bang, SUN Yi-Xiao, WANG Run-Dian, XU Lei   

  1. (Department of Information Engineering,Officers College of CAPF,Chengdu 610213,China)
  • Online:2014-02-15 Published:2014-01-12

摘要:

针对软、硬阈值函数存在的恒定偏差以及在小波系数较小时置零的问题,提出了改进的阈值函数去噪算法。该算法在继承了软阈值函数优点的基础上,利用指数函数改进阈值函数。实验表明,改进的算法降噪后的语音信噪比显著提高、降噪效果明显、信号波形更加平滑、且失真度小。

关键词: 硬阈值函数, 软阈值函数, 去噪算法

Abstract:

An improved threshold denoising algorithm was proposed aiming at the problem of the invariable warp existing in flexible threshold and setting zero when the quotiety of wavelet was smaller existing in forcedly threshold.This algorithm has used exponent function to improve the threshold function came to the advantages of the flexible threshold.The simulation results show that denoised speech signal-to-noise ratio larger improvement,smoother signal,lower distortion,sharper noise reduction when compared with traditional algorithm.

Key words: flexible threshold;forcedly threshold;denoising algorithm

中图分类号: 

  • TN912.3