DocumentCode
1234171
Title
Quantization noise in single-loop sigma-delta modulation with sinusoidal inputs
Author
Gray, Robert M. ; Chou, Wu ; Wong, Ping W.
Author_Institution
Dept. of Electr. Eng., Stanford Univ., CA, USA
Volume
37
Issue
9
fYear
1989
fDate
9/1/1989 12:00:00 AM
Firstpage
956
Lastpage
968
Abstract
An exact nonlinear difference equation is derived and solved for a simple sigma-delta modulator consisting of a discrete-time integrator and a binary quantizer inside a single feedback loop and an arbitrary input signal. It is shown that the system can be represented as an affine operation (discrete-time integration of a biased input) followed by a memoryless nonlinearity. An extension of the transform method for the analysis of nonlinear systems is applied to obtain formulas for first- and second-order time-average moments of the binary quantization noise, including the sample mean, energy, and autocorrelation. The results are applied to the special case of a sinusoidal input signal to evaluate these time averages and the power spectrum. In the limit of large oversampling ratios, the marginal moments behave as if the quantization noise had a uniform distribution. The spectrum is neither white nor continuous, however, even in the limit of large oversampling ratios
Keywords
delta modulation; noise; autocorrelation; binary quantizer; discrete-time integration; discrete-time integrator; energy; memoryless nonlinearity; noise; nonlinear difference equation; oversampling ratios; power spectrum; quantization noise; sample mean; single-loop sigma-delta modulation; sinusoidal inputs; time averages; Autocorrelation; Delta modulation; Delta-sigma modulation; Difference equations; Discrete transforms; Feedback loop; Nonlinear systems; Performance analysis; Quantization; Very large scale integration;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/26.35376
Filename
35376
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