• DocumentCode
    417403
  • Title

    Singular ARMA signals

  • Author

    Picinbono, Bernard ; Tourneret, Jean-Yves

  • Author_Institution
    Ecole Superieure d´´Electricite, Gif sur Yvette, France
  • Volume
    2
  • fYear
    2004
  • fDate
    17-21 May 2004
  • Abstract
    Singular random signals are collections of singular random variables indexed over time. Singular random variables have continuous distribution with derivatives equal to zero almost everywhere. Such random variables do not seem interesting in signal processing. On the contrary, the paper shows that simple signals can be singular. This is especially the case of ARMA signals generated from discrete white noise with poles located inside a so-called singularity circle. The origin of singularity and its relations to a fractal structure are presented along with various simulations illustrating the theoretical results.
  • Keywords
    autoregressive moving average processes; fractals; poles and zeros; probability; random processes; signal processing; white noise; continuous distribution; discrete white noise; fractal structure; poles; probability theory; signal processing; singular ARMA signals; singular random variables; singular signals; singularity circle; Books; Computer simulation; Distribution functions; Fractals; Probability density function; Random variables; Signal generators; Signal processing; Stability; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8484-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.2004.1326307
  • Filename
    1326307