• DocumentCode
    3237888
  • Title

    Blood Volume Signal Analysis with Empirical Mode Decomposition

  • Author

    Souretis, George ; Mandic, Danilo P. ; Grisseli, Massimo ; Tanaka, Toshihisa ; Van Hulle, Marc

  • Author_Institution
    Imperial Coll. London, London
  • fYear
    2007
  • fDate
    1-4 July 2007
  • Firstpage
    147
  • Lastpage
    150
  • Abstract
    Biomedical observations are often coupled nonlinear processes with superimposed in- tereferences and noise. The nature of the signal and noise, as well as the data acquisition method exclude the usage of classical linear techniques. Empirical mode decomposition is used to denoise a blood volume signal. The denoising performance, although evaluated only visualy, presents several desirable characteristics such as the ability to associate the physical meaning to the components of the decomposed signal.upled nonlinear processes with superimposed intereferences and noise. The nature of the signal and noise, as well as the data acquisition method exclude the usage of classical linear techniques. Empirical Mode Decomposition is used to denoise a blood volume signal. The denoising performance, although evaluated only visualy, presents several desirable characteristics such as the ability to associate the physical meaning to the components of the decomposed signal.
  • Keywords
    blood; data acquisition; electrocardiography; medical signal processing; signal denoising; ECG; blood volume signal analysis; classical linear techniques; data acquisition; empirical mode decomposition; noise; nonlinear processes; signal denoising; superimposed intereferences; Agricultural engineering; Biomedical engineering; Blood; Data acquisition; Educational institutions; Electrocardiography; Heart; Interference; Noise reduction; Signal analysis; ECG pattern superposition; conductance volumetry; empirical mode decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing, 2007 15th International Conference on
  • Conference_Location
    Cardiff
  • Print_ISBN
    1-4244-0882-2
  • Electronic_ISBN
    1-4244-0882-2
  • Type

    conf

  • DOI
    10.1109/ICDSP.2007.4288540
  • Filename
    4288540