• DocumentCode
    302828
  • Title

    A class of stochastic resonance systems for signal processing applications

  • Author

    Papadopoulos, Haralabos C. ; Wornell, Gregory W.

  • Author_Institution
    Res. Lab. of Electron., MIT, Cambridge, MA, USA
  • Volume
    3
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    1617
  • Abstract
    The class of stochastic resonance systems based on M-level quantizer maps is developed. We derive expressions for the output invariant density and autocorrelation function of these maps when they are driven by a square wave in noise. These systems are shown to provide signal-to-noise ratio enhancement and robustness to noise characteristics. These properties render the quantizer maps potentially appealing for a wide range of signal processing applications such as interference suppression and robust communication. A framework for the analysis of more general discrete-time stochastic resonance systems is also presented, which is based on approximating these systems via quantizer maps
  • Keywords
    approximation theory; correlation methods; discrete time systems; interference suppression; noise; quantisation (signal); resonance; signal processing; stochastic systems; M-level quantizer maps; autocorrelation function; discrete-time stochastic resonance systems; interference suppression; noise characteristics; output invariant density; robust communication; signal processing applications; signal-to-noise ratio enhancement; square wave; systems approximation; Autocorrelation; Interference suppression; Laboratories; Noise level; Noise robustness; Nonlinear systems; Signal processing; Signal synthesis; Signal to noise ratio; Stochastic resonance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.544113
  • Filename
    544113