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
fDate :
9/1/1989 12:00:00 AM
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;
Journal_Title :
Communications, IEEE Transactions on