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Application of m-Connected Sequences for Modeling Noise Processes

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Radiophysics and Quantum Electronics Aims and scope

Abstract

An algorithm for developing numerical m-connected Markov sequences is used as the basis for synthesizing time series with statistical, correlation, and spectral characteristics corresponding to three types of widely used fluctuation processes: shot noise, generation-recombination noise, and 1/fγ noise. The proposed model can give rise to the development of a unified approach to consideration of fluctuation processes with different properties. We consider the 1/fγ-noise simulation in detail and describe an empirical dependence of the coefficient γ for 1/f noise on the model parameters. Numerical results are compared with experimental data to show good agreement between the model and actual noise processes with respect to some characteristics.

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Authors and Affiliations

  1. Bashkir State University, Ufa, Russia

    R. R. Gallyamov, S. S. Ghots & R. Z. Bakhtizin

Authors
  1. R. R. Gallyamov
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  2. S. S. Ghots
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  3. R. Z. Bakhtizin
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Gallyamov, R.R., Ghots, S.S. & Bakhtizin, R.Z. Application of m-Connected Sequences for Modeling Noise Processes. Radiophysics and Quantum Electronics 44, 332–338 (2001). https://doi.org/10.1023/A:1010426305226

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  • DOI: https://doi.org/10.1023/A:1010426305226

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