Computer Engineering and Applications ›› 2009, Vol. 45 ›› Issue (4): 149-151.DOI: 10.3778/j.issn.1002-8331.2009.04.042

• 数据库、信号与信息处理 • Previous Articles     Next Articles

Simulation of improved denoising algorithm in signal processing

LIU Yue-hua1,ZENG Ying-sheng2   

  1. 1.Department of Computer and Electronic Engineering,Hunan Business College,Changsha 410205,China
    2.Institute of Mechatronics and Automation,National University of Defense Technology,Changsha 410073,China
  • Received:2008-05-06 Revised:2008-07-24 Online:2009-02-01 Published:2009-02-01
  • Contact: LIU Yue-hua

信号处理中去噪算法的改进仿真

刘跃华1,曾迎生2   

  1. 1.湖南商学院 计算机与电子工程学院,长沙 410205
    2.国防科技大学 机电工程与自动化学院 自动化研究所,长沙 410073
  • 通讯作者: 刘跃华

Abstract: Aiming at the high cost of the AP algorithm’s computation in the signal processing ,an improved method has been proposed in this paper.Firstly the modulus maximum of the signal is calculated by the Ad hoc algorithm in the improved method,then the signal estimated coefficients of wavelet can be obtained from the parabola’s inserted value of subsection between the points of modulus maximum,finally the purpose of denoising can be achieved by the signal reconstruction based on these coefficients.The simulation results show that the method can filter noises effectively and the principle of the method is more simple and which makes the program can be completed more easily and the speed of denoising is higher and the method is more practical compared with AP algorithm,especially more convenient to realize it by hardware.

Key words: wavelet transform, denoising of modulus maximum, Alternating Projection(AP) algorithm

摘要: 针对信号处理中交替投影法去噪计算量大的缺点,提出了改进方法,改进后的方法首先利用Ad hoc算法求出信号的模极大值,然后对模极大值点分段进行抛物线插值,从而得到信号的估计小波系数,最后利用估计小波系数重构信号,实现去噪的目的。仿真实验证明:该方法能有效去除噪声,与交替投影法相比,该算法在原理上更简单,程序实现更容易,去噪速度更快,是更加实用的方法,特别是便于用硬件实现。

关键词: 小波变换, 模极大值去噪, 交替投影法