• DocumentCode
    3348635
  • Title

    Study on time-frequency atom property in the adaptive signal expands scheme

  • Author

    Guo Jun-Feng ; Wei Xing-chun ; Feng Rui-Cheng

  • Author_Institution
    Key Lab. of Digital Manuf. Technol. & Applic., Lanzhou Univ. of Technol., Lanzhou, China
  • fYear
    2010
  • fDate
    26-28 June 2010
  • Firstpage
    5499
  • Lastpage
    5503
  • Abstract
    Adaptive time-frequency distribution is an important signal processing method. The property of time-frequency atom affects directly to analysis effect to the signal.The various time-frequency atoms that have been submitted presently have been studied in detail and the simulation experiment was carried on in this paper, include Time centre,frequency centre, time width, band width and Wigner-Ville distribution(WVD), and the result displays the Chirplet atom is better than the Gabor atom and FmmLet atom in every aspect properties, the free degree of Chirplet atom parameter is four dimension, that is moderate for search, and the WVD of Chirplet atom is not alternation item and negative value, the approximation is smooth when the chirplet atom is used. The atom can analyse any signal, the Chirplet atom distribution is an Ideal signal analysis method when signal model is unknown.
  • Keywords
    Gabor filters; Wigner distribution; adaptive signal processing; time-frequency analysis; Chirplet atom distribution; Chirplet atom parameter; FmmLet atom; Gabor atom; WVD; Wigner-Ville distribution; adaptive signal expands scheme; adaptive time-frequency distribution; band width; frequency centre; signal analysis method; signal processing method; time centre; time width; time-frequency atom property; Adaptive signal processing; Chirp; Educational institutions; Educational technology; Laboratories; Manufacturing processes; Mechanical factors; Signal analysis; Signal processing; Time frequency analysis; adaptive signal decomposition; adaptive spectrum; matching pursuit; time-frequency atom;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-7737-1
  • Type

    conf

  • DOI
    10.1109/MACE.2010.5535570
  • Filename
    5535570