• DocumentCode
    1174968
  • Title

    Validity of uniform quantization error model for sinusoidal signals without and with dither

  • Author

    Wagdy, Mahamoud ; Ng, Wai-man

  • Author_Institution
    Dept. of Electr. Eng., Lowell Univ., MA, USA
  • Volume
    38
  • Issue
    3
  • fYear
    1989
  • fDate
    6/1/1989 12:00:00 AM
  • Firstpage
    718
  • Lastpage
    722
  • Abstract
    A technique is presented for determining the probability density function (PDF) and variance of the quantization error of a sinusoidal signal applied to a uniform quantizer, namely, an ideal analog-digital converter. The results are the basis for determining the validity of the uniform quantization noise model for this class of signals. When dither is used it tends to decorrelate quantization error and the input signal. The effect of added uniform dither on the PDF of the quantizer input is investigated, as well as the PDF of the quantization error corresponding to the dithered sinusoid. The results prove the validity of the uniform quantization model in this case
  • Keywords
    analogue-digital conversion; error statistics; probability; signal processing; analog-digital converter; decorrelation; dither; noise model; probability density function; sinusoidal signals; uniform quantization error model; variance; Decorrelation; Density functional theory; Frequency; Instruments; Nonlinear distortion; Probability density function; Quantization; Sampled data systems; Statistical analysis; White noise;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/19.32180
  • Filename
    32180