• DocumentCode
    2383205
  • Title

    A novel digital implementation of a Gaussian noise generator

  • Author

    Golshan, Nasser

  • Author_Institution
    Dept. of Electr. Eng., Wisconsin Univ., Platteville, WI, USA
  • fYear
    1989
  • fDate
    25-27 Apr 1989
  • Firstpage
    256
  • Lastpage
    257
  • Abstract
    A method is proposed and studied for digital generation of analog Gaussian noise. In the proposed system, the parallel output from a maximal-length shift register (MSR) forms a sequence of random numbers with equal probability, which are then transformed into a Gaussian distribution by a mapping table. The system is different in its principle of operation and performance from the well-established technique of summing a large number of consecutive random outputs of an MSR to generate a Gaussian noise by virtue of the central limit theorem. Furthermore, it can be made to generate any arbitrary probability distribution function by changing the mapping table. The generator can be realized readily both in hardware as a physical instrument and in a software package as a simulated instrument. While the probability distribution of the generated noise is governed by the mapping table, its random properties are dominated by the behavior of the MSR
  • Keywords
    computerised instrumentation; noise generators; probability; random processes; FORTRAN; Gaussian noise generator; arbitrary probability distribution function; computerised instrumentation; mapping table; maximal-length shift register; parallel output; sequence of random numbers; Autocorrelation; Clocks; Frequency; Gaussian distribution; Gaussian noise; Hardware; Instruments; Noise generators; Probability distribution; Shift registers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 1989. IMTC-89. Conference Record., 6th IEEE
  • Conference_Location
    Washington, DC
  • Type

    conf

  • DOI
    10.1109/IMTC.1989.36864
  • Filename
    36864