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A new technique for instantaneous frequency rate estimation

TLDR
The letter defines an IFR estimation algorithm and theoretically analyzes it and is seen to be asymptotically optimal at the center of the data record for high signal-to-noise ratios.
Abstract
This letter introduces a two-dimensional bilinear mapping operator referred to as the cubic phase (CP) function. For first-, second-, or third-order polynomial phase signals, the energy of the CP function is concentrated along the frequency rate law of the signal. The function, thus, has an interpretation as a time-frequency rate representation. The peaks of the CP function yield unbiased estimates of the instantaneous (angular) frequency rate (IFR) and, hence, can be used as the basis for an IFR estimation algorithm. The letter defines an IFR estimation algorithm and theoretically analyzes it. The estimation is seen to be asymptotically optimal at the center of the data record for high signal-to-noise ratios. Simulations are provided to verify the theoretical claims.

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Citations
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Journal ArticleDOI

Radar Maneuvering Target Motion Estimation Based on Generalized Radon-Fourier Transform

TL;DR: The maximum likelihood estimators (MLE) are derived for motion estimation of a maneuvering target based on joint envelope and phase measurement, phase- only measurement and envelope-only measurement in case of high signal-to-noise ratio (SNR), respectively.

A fast algorithm for estimating the parameters of a quadratic FM signal

TL;DR: A fast algorithm that can be used for estimating the parameters of a quadratic frequency modulated (FM) signal and is seen to be optimal, whereas the phase parameters are, in general, suboptimal.
Book

Time-Frequency Signal Analysis With Applications

TL;DR: Introduction to Fourier Analysis Linear Time-Frequency Representations Quadratic Time- frequency Distributions Higher Order Time-f frequency Representations Analysis of Non-Stationary Noisy Signals Some Applications of Time- Frequency Analysis.
Journal ArticleDOI

ISAR imaging of rotating target with equal changing acceleration based on the cubic phase function

TL;DR: The CP function is applied to estimate the parameters of the multicomponent cubic phase signals, and the clear instantaneous ISAR images are obtained.
References
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Journal ArticleDOI

Estimation and classification of polynomial-phase signals

TL;DR: A novel new integral transform that is adapted for signals of this type is introduced and used to derive estimation and classification algorithms that are simple to implement and that exhibit good performance.
Journal ArticleDOI

Radar Maneuvering Target Motion Estimation Based on Generalized Radon-Fourier Transform

TL;DR: The maximum likelihood estimators (MLE) are derived for motion estimation of a maneuvering target based on joint envelope and phase measurement, phase- only measurement and envelope-only measurement in case of high signal-to-noise ratio (SNR), respectively.
Journal ArticleDOI

A fast algorithm for estimating the parameters of a quadratic FM signal

TL;DR: In this article, a fast algorithm for estimating the parameters of a quadratic frequency modulated (FM) signal is proposed. But the algorithm requires only one-dimensional (1-D) maximizations, which can only be realized with an exhaustive 3D grid search.
Journal ArticleDOI

Linear FM signal parameter estimation from discrete-time observations

TL;DR: In this article, the authors considered the problem of estimating the parameters of a complex linear FM signal from a finite number of noisy discrete-time observations, and proposed an estimation algorithm consisting of two fast Fourier transforms (FFTs) accompanied by one-dimensional searches for maxima.
Book

Time-Frequency Signal Analysis With Applications

TL;DR: Introduction to Fourier Analysis Linear Time-Frequency Representations Quadratic Time- frequency Distributions Higher Order Time-f frequency Representations Analysis of Non-Stationary Noisy Signals Some Applications of Time- Frequency Analysis.
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