• DocumentCode
    1570959
  • Title

    Design of bistable system based nonlinear detector

  • Author

    Guo, Gencheng ; Mandal, Mrinal

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
  • fYear
    2010
  • Firstpage
    881
  • Lastpage
    884
  • Abstract
    In this paper, a novel nonlinear detector based on bistable system is developed to detect signals in a large group of non-Gaussian noise with heavy tail. Assuming that the functional form of the probability density function (PDF) of the noise is unknown, we use the bistable system (BS) as a nonlinear limiter. The BS parameters are chosen by matching two nonlinearities. One is the BS nonlinearity, which is derived by the proposed PNE algorithm. The other is the objective nonlinear function, which is derived by the proposed GI algorithm. Experiment results show that proposed detector provides a superior performance compared to a linear detector and very close to that of the locally optimal (LO) detector.
  • Keywords
    noise; probability; sensors; signal processing equipment; bistable system; non-Gaussian noise; nonlinear detector; probability density function; Correlators; Design engineering; Detectors; Noise level; Noise reduction; Probability density function; Signal design; Signal detection; Stochastic resonance; Tail;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (MWSCAS), 2010 53rd IEEE International Midwest Symposium on
  • Conference_Location
    Seattle, WA
  • ISSN
    1548-3746
  • Print_ISBN
    978-1-4244-7771-5
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2010.5548660
  • Filename
    5548660