• DocumentCode
    1301960
  • Title

    A theory of nonsubtractive dither

  • Author

    Wannamaker, Robert A. ; Lipshitz, Stanley P. ; Vanderkooy, John ; Wright, J. Nelson

  • Author_Institution
    Audio Res. Group, Waterloo Univ., Ont., Canada
  • Volume
    48
  • Issue
    2
  • fYear
    2000
  • fDate
    2/1/2000 12:00:00 AM
  • Firstpage
    499
  • Lastpage
    516
  • Abstract
    A detailed mathematical investigation of multibit quantizing systems using nonsubtractive dither is presented. It is shown that by the use of dither having a suitably chosen probability density function, moments of the total error can be made independent of the system input signal but that statistical independence of the error and the input signals is not achievable. Similarly, it is demonstrated that values of the total error signal cannot generally be rendered statistically independent of one another but that their joint moments can be controlled and that, in particular, the error sequence can be rendered spectrally white. The properties of some practical dither signals are explored, and recommendations are made for dithering in audio, video, and measurement applications. The paper collects all of the important results on the subject of nonsubtractive dithering and introduces important new ones with the goal of alleviating persistent and widespread misunderstandings regarding the technique
  • Keywords
    quantisation (signal); random noise; audio; error sequence; joint moments; measurement applications; multibit quantizing systems; nonsubtractive dither; probability density function; statistical independence; system input signal; total error signal; video; Councils; Degradation; Error correction; History; Probability density function; Quantization; Sampling methods; Signal processing; Signal sampling; Speech processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.823976
  • Filename
    823976