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] Signal amplification by unidirectional coupling of oscillators
    Rajamani, S.
    Rajasekar, S.
    PHYSICA SCRIPTA, 2013, 88 (01)
  • [22] Weak Signal Detection with Duffing Oscillator Based on Virtual Instrument Technology
    Liu, Xuanchao
    Ni, Wenlong
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2015, 11 (01) : 20 - 24
  • [23] Weak signal detection method based on Duffing oscillator with adjustable frequency
    SongShan Ma
    Ming Lu
    JiaFeng Ding
    Wei Huang
    Hong Yuan
    Science China Information Sciences, 2015, 58 : 1 - 9
  • [24] Weak signal detection method based on Duffing oscillator with adjustable frequency
    MA SongShan
    LU Ming
    DING JiaFeng
    HUANG Wei
    YUAN Hong
    ScienceChina(InformationSciences), 2015, 58 (10) : 159 - 167
  • [25] Weak signal detection method based on Duffing oscillator with adjustable frequency
    Ma SongShan
    Lu Ming
    Ding JiaFeng
    Huang Wei
    Yuan Hong
    SCIENCE CHINA-INFORMATION SCIENCES, 2015, 58 (10) : 1 - 9
  • [26] Research on the Influence of Noise to Weak Signal Detection Based on Duffing Equation
    Wu, Danhui
    Wu, Xin
    MECHATRONIC SYSTEMS AND AUTOMATION SYSTEMS, 2011, 65 : 5 - +
  • [27] A new Duffing detection method for underwater weak target signal
    Li, Guohui
    Hou, Yongming
    Yang, Hong
    ALEXANDRIA ENGINEERING JOURNAL, 2022, 61 (04) : 2859 - 2876
  • [28] Exact solutions for coupled Duffing oscillators
    Lenci, Stefano
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 165
  • [29] Liouvillian integrability of the generalized Duffing oscillators
    Maria V. Demina
    Analysis and Mathematical Physics, 2021, 11
  • [30] Dynamical behaviour of parametrically driven Duffing and externally driven Helmholtz–Duffing oscillators under nonlinear dissipation
    Vinod Patidar
    Anjali Sharma
    G. Purohit
    Nonlinear Dynamics, 2016, 83 : 375 - 388