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NONSTATIONARY SINUSOIDAL MODEL FREQUENCY
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NONSTATIONARY SINUSOIDAL MODEL FREQUENCY
Contents
Introduction
Objective and Overview
Previous Work
Review of Fresnel Integrals
Definitions
Approximations
Other Properties
Detailed Proof of Concave Down Parabolic Phase for a DC-Centered Increasing Frequency Chirp Signal
Definition of a Linear Frequency Chirp Function and its FFT
Approximation of the FFT Sums with Integrals
Manipulation of the Integrals into Fresnel Integrals
Application of Fresnel Integral Approximations
Hann Window / Infinite Limits Resulting Phase and Magnitude Approximation
Modifications to Proof for Decreasing Frequency Chirp
Generalizations of Proof to Nonzero Center Frequencies
Model Inversion
Choosing the Relevant Frequency Range
Inversion of the Magnitude Expression
Inversion of the Phase Expression
Examples of Estimating by Model Inversion
Linear Frequency Chirps
Other Monotonic Nonstationary Signals
Nonmonotonic Nonstationary Signals
Summary
Summaries of Other Implemented Algorithms for Future Publication
Same Sign Large Limits Approximation
Small Limits Approximation
Comparative Plots
Yi-Wen Liu's Model
Error Propagation Analysis
Large Limits Approximation Error Propagation in Magnitude Estimate
Large Limits Approximation Error Propagation in Phase Estimate
Appendix: Non-Validity of the Infinite Fresnel Integral Limits Approximation for the Rectangle Window
Definition of Approximation
Test of the Infinite Limits Approximation for the Rectangle Window
Bibliography
About this document ...
Aaron S. Master 2002-10-17