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
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