Paper: | SPTM-P7.11 |
Session: | Stationary Signals and Spectrum Analysis |
Time: | Thursday, May 18, 10:00 - 12:00 |
Presentation: |
Poster
|
Topic: |
Signal Processing Theory and Methods: Stationary Signals and Spectrum Analysis |
Title: |
Generalized Spectral Theory for Sigma-Delta Quantization with Constant Inputs |
Authors: |
Nguyen T. Thao, City College of New York, United States; Sinan Gunturk, New York University, United States |
Abstract: |
The quantization operation has been traditionally analyzed in signal processing and data conversion as a source of white noise although it is of deterministic nature. This model has become particularly inaccurate in Sigma-Delta modulation where the quantization resolution can be as low as 1-bit. For an important class of Sigma-Delta modulators with constant inputs, we build rigorous foundations to the quantization error analysis based on the spectral theory of unitary operators. |