Signal Denoising Based on Duffing Oscillators System

被引:5
|
作者
Luo, Wenmao [1 ]
Cui, Yingliu [2 ]
机构
[1] Nanjing Coll Informat Technol, Dept Commun Engn, Nanjing 210023, Peoples R China
[2] Nanjing Audit Univ, Sch Informat Engn, Nanjing 211815, Peoples R China
关键词
Signal processing; signal denoising; chaos; Duffing oscillator; STOCHASTIC RESONANCE; NOISE; RANK;
D O I
10.1109/ACCESS.2020.2992503
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Signal denoising is an important aspect of signal processing. It is a meaningful direction to solve this problem by using chaotic oscillator. As a kind of chaotic oscillator, Duffing oscillator is often used in the field of periodic signal or pulse signal detection, but it has not been used in signal denoising. In this paper, a new Duffing oscillators system for signal denoising is proposed. The system utilizes the coupling between linear and nonlinear restoring forces of the oscillators to achieve complete synchronization of the system. Because the external signal will cause a large deviation of the oscillator & x2019;s trajectory, while the Gauss white noise will only produce a small deviation. Based on this phenomenon, signal denoising can be realized. The simulation results show that, compared with the existing technology, our method is effective for the denoising of complex irregular signal, and can recover the mutation points of signal well. This method has less computational complexity and is easy to implement parallel computation. It can be used in real-time signal processing.
引用
收藏
页码:86554 / 86563
页数:10
相关论文
共 50 条
  • [21] Statistical approach to weak signal detection and estimation using Duffing chaotic oscillators
    Tian Jin
    Hua Zhang
    Science China Information Sciences, 2011, 54 : 2324 - 2337
  • [22] Statistical approach to weak signal detection and estimation using Duffing chaotic oscillators
    Jin Tian
    Zhang Hua
    SCIENCE CHINA-INFORMATION SCIENCES, 2011, 54 (11) : 2324 - 2337
  • [23] Influence of Nonlinearity on an Exceptional Point in a System of Coupled Duffing Oscillators
    Temnaya, O. S.
    Safin, A. R.
    Kravchenko, O. V.
    Nikitov, S. A.
    JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS, 2023, 68 (09) : 979 - 982
  • [24] Weak signal detection system based on Duffing oscillator with linear driven by to-be-detected signal
    Lu M.
    Ma S.
    Ding J.
    Huang W.
    Yuan H.
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2017, 48 (03): : 721 - 728
  • [25] Influence of Nonlinearity on an Exceptional Point in a System of Coupled Duffing Oscillators
    O. S. Temnaya
    A. R. Safin
    O. V. Kravchenko
    S. A. Nikitov
    Journal of Communications Technology and Electronics, 2023, 68 : 979 - 982
  • [26] EMD-Based Signal Denoising in EMP Measurement System
    Huang Zhengyu
    Shi Lihua
    Zhou Yinghui
    Ma Rupo
    PROCEEDINGS OF 2013 IEEE 11TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), 2013, : 796 - 801
  • [27] Denoising of Electrocardiogram Measurement System Based on Statistical Signal Processing
    Sueaseenak, Direk
    2016 IEEE 5TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS, 2016,
  • [28] Duffing oscillators for secure communication
    Zaher, Ashraf A.
    COMPUTERS & ELECTRICAL ENGINEERING, 2018, 71 : 77 - 92
  • [29] Coalescence in Coupled Duffing Oscillators
    Yang Jun-Zhong
    CHINESE PHYSICS LETTERS, 2009, 26 (07)
  • [30] Weak Resonant Signal Detection of Resonant Microcantilever Sensors Based on Duffing System
    Dai R.
    Yu H.
    Wang Q.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2020, 56 (13): : 50 - 59