• DocumentCode
    2834731
  • Title

    Level quantization effects in digital signal processing by discrete Fourier transform method

  • Author

    Khanyan, G.S.

  • Author_Institution
    Central Inst. of Aviation Motors named after P. I. Baranov, Moscow, Russia
  • fYear
    2010
  • fDate
    17-20 Sept. 2010
  • Firstpage
    262
  • Lastpage
    265
  • Abstract
    The paper is aimed at drawing the attention of developers of measuring and computing devices based on modern microelectronic elements to a crucial problem of digital signal processing - quantization of the signal levels. Study of the quantization effects and of distortions caused by those effects is carried out for spectral analysis based on discrete Fourier transform. The overflow effect (signal cutting per level due to shortage of the quantization device bits) is also considered. A formula is derived for transforming a real number to its nearest quantization level. Numerical modeling tests are performed on level-quantized digital realizations of harmonic oscillations (pure ones and mixed with noise) to construct characteristics - dependencies between program-assigned signal parameters and those measured in the course of digital processing under various signal quantization and cutting conditions.
  • Keywords
    discrete Fourier transforms; distortion; quantisation (signal); signal processing; spectral analysis; digital signal processing; discrete Fourier transform method; harmonic oscillations; microelectronic elements; numerical modeling tests; overflow effect; program-assigned signal parameters; signal level quantization; spectral analysis; Digital signal processing; Discrete Fourier transforms; Harmonic analysis; Noise; Phase measurement; Quantization; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design & Test Symposium (EWDTS), 2010 East-West
  • Conference_Location
    St. Petersburg
  • Print_ISBN
    978-1-4244-9555-9
  • Type

    conf

  • DOI
    10.1109/EWDTS.2010.5742072
  • Filename
    5742072