A study of threshold de-noising method and its application in signal processing

被引：1
|
作者：
Wu Zuoju [1 ]
Bi Junwei [1 ]
Wang Zhijia [1 ]
机构：
[1] Southwest Jiaotong Univ, Chengdu 610031, Sichuan, Peoples R China
来源：
2014 Fifth International Conference on Intelligent Systems Design and Engineering Applications (ISDEA) | 2014年
关键词：
threshold de-noising method; wavelet transform; wavelet packet transform; WAVELET SHRINKAGE;
D O I：
10.1109/ISDEA.2014.27
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this article, the characteristics, theories and classification of the threshold de-noising method are introduced in detail. According to the study, when wavelet threshold de-noising method is compared with the wavelet packet threshold de-noising method, the first method is suitable for dealing with the low frequency information, but the second method is available to deal with the information with high frequency. On the other hand, through the study of this thesis, we found the soft-threshold processing method is better than the hard-threshold processing method in most cases.
引用
收藏
页码：88 / 91
页数：4
相关论文
共 50 条
  • [21] An EMD threshold de-noising method for inertial sensors
    Gan, Yu
    Sui, Lifen
    Wu, Jiangfei
    Wang, Bing
    Zhang, Qinghua
    Xiao, Guorui
    MEASUREMENT, 2014, 49 : 34 - 41
  • [22] IMPROVED THRESHOLD FUNCTION OF WAVALET DOMAIN SIGNAL DE-NOISING
    Zhu, Jian-Feng
    Huang, Yong-Dong
    2013 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2013, : 190 - 195
  • [23] The De-noising Method of EMD Threshold Based on Correlation
    Li Xiaofeng
    Liu Mingjie
    2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III, 2010, : 2613 - 2616
  • [24] Application of EMD threshold filtering for fiber optical gyro drift signal de-noising
    Cui, Bingbo
    Chen, Xiyuan
    Song, Rui
    Guangxue Xuebao/Acta Optica Sinica, 2015, 35 (02):
  • [25] Research on De-noising Method of Plant Electric Signal Based on EMD and Wavelet Threshold
    Liu, Zilu
    Bing, Zhigang
    Tian, Liguo
    Li, Meng
    Sun, Yu
    Wang, Yusong
    2021 7TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR), 2021, : 271 - 274
  • [26] THE DE-NOISING METHOD OF THRESHOLD FUNCTION BASED ON WAVELET
    Yang, Kun
    Deng, Cai-Xia
    Chen, Yu
    Xu, Li-Xiang
    2014 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2014, : 87 - 92
  • [27] De-noising classification method for financial time series based on ICEEMDAN and wavelet threshold, and its application
    Bing Liu
    Huanhuan Cheng
    EURASIP Journal on Advances in Signal Processing, 2024
  • [28] An Adaptive Threshold De-noising Method Based on EEMD
    Mo, Jialing
    He, Qiang
    Hu, Weiping
    2014 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2014, : 209 - 214
  • [29] A hybrid GPFA-EEMD_Fuzzy threshold method for ECG signal de-noising
    Thakran, Snekha
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (05) : 6773 - 6782
  • [30] De-noising classification method for financial time series based on ICEEMDAN and wavelet threshold, and its application
    Liu, Bing
    Cheng, Huanhuan
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2024, 2024 (01)
12345