Life Signal Noise Reduction on Wavelet Theory

被引:0
|
作者
Zhai Xiao-jun [1 ]
Jiang Chuan [2 ]
机构
[1] Engn Univ CAPF, Xian 710086, Peoples R China
[2] Air Force Engn Univ, Xian 710038, Peoples R China
关键词
Wavelet Noise Rduction; Life Signal; Simulation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wavelet method is used to de-noise life signal, and according to relevant theory,Through large amount of simulation experiments, contrast the results of using different wavelet to break down life signal, get a conclusion which is bior5.5 wavelet is the best wavelet, and according to the signal velocity and the frequency range of life signal, ascertain that wavelet is broken down 5 layer. And bior5.5 wavelet and fixed threshold method is selected to de-noise life signal. Finally, through experiments, simulate the effect of wavelet noise reduction, simulation results show that, wavelet method can effectively remove noise in life signal, meanwhile keep the details of life signal characteristics.
引用
收藏
页码:560 / +
页数:2
相关论文
共 50 条
  • [1] The Noise Reduction Research of Traveling Wave Signal Based on the Wavelet Theory
    Zhu Zhengwei
    Zhu Chenyang
    FUTURE COMPUTER, COMMUNICATION, CONTROL AND AUTOMATION, 2011, 119 : 545 - +
  • [2] The application of wavelet analyze in the noise reduction of the signal
    Liu, Renhua
    Li, Jianping
    Zhan, Siyu
    Liao, Jianming
    Gu, Xiaofeng
    WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING, VOL 1 AND 2, 2006, : 1167 - +
  • [3] Noise reduction in lidar signal based on discrete wavelet transform
    Fang, HT
    Huang, DS
    OPTICS COMMUNICATIONS, 2004, 233 (1-3) : 67 - 76
  • [4] Noise reduction of FBG sensor signal by using a Wavelet Transform
    Cho, Yo-Han
    Song, Minho
    OPTICAL SENSORS 2011 AND PHOTONIC CRYSTAL FIBERS V, 2011, 8073
  • [5] Wavelet filter for noise reduction and signal compression in an artificial nose
    Zanchettin, C
    Ludermir, TB
    DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 907 - 916
  • [6] Noise reduction in lidar signal based on wavelet packet analysis
    Mao J.
    Hua D.
    Wang Y.
    Wang L.
    Zhongguo Jiguang/Chinese Journal of Lasers, 2011, 38 (02):
  • [7] Noise reduction in ECG signal based on adaptive wavelet transform
    Wei, Zhang
    Xu, Wang
    Ge, Linfin
    Zhang, Zhuo
    2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2005, : 2699 - 2702
  • [8] Wavelet filter for noise reduction and signal compression in an artificial nose
    Zanchettin, C.
    Ludermir, T. B.
    APPLIED SOFT COMPUTING, 2007, 7 (01) : 246 - 256
  • [9] Wavelet based noise reduction for magnetic anomaly signal contaminated by 1/f noise
    Nie, Xinhua
    Pan, Zhongming
    Zhang, Wenna
    ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 776 - 779
  • [10] A Noise Reduction Based Wavelet Denoising System for Partial Discharge Signal
    Sharif, Muhammad Irfan
    Li, Jian Ping
    Sharif, Abida
    WIRELESS PERSONAL COMMUNICATIONS, 2019, 108 (03) : 1329 - 1343