Cubic phase function: A simple solution to polynomial phase signal analysis
This article provides an overview of the cubic phase function (CPF) as a tool proposed for
both parametric and nonparametric estimation of the frequency modulated (FM) and in …
both parametric and nonparametric estimation of the frequency modulated (FM) and in …
Review of the quasi-maximum likelihood estimator for polynomial phase signals
I Djurović, M Simeunović - Digital Signal Processing, 2018 - Elsevier
Several papers have been published recently on the quasi-maximum likelihood (QML)
approach for the polynomial phase signals (PPS) parameter estimation. The QML is …
approach for the polynomial phase signals (PPS) parameter estimation. The QML is …
QML-RANSAC: PPS and FM signals estimation in heavy noise environments
I Djurović - Signal Processing, 2017 - Elsevier
The QML-RANSAC estimator is proposed. It combines the quasi-maximum likelihood (QML)
estimator with the random sample consensus (RANSAC). This technique can with …
estimator with the random sample consensus (RANSAC). This technique can with …
A generalized stochastic resonance based instantaneous frequency estimation method under low SNR
Y Liu, Z Xiong - Mechanical Systems and Signal Processing, 2022 - Elsevier
In this work, the instantaneous frequency estimation for the frequency modulated (FM) signal
embedded in strong noise is considered. For engineering signals, current instantaneous …
embedded in strong noise is considered. For engineering signals, current instantaneous …
A WD-RANSAC instantaneous frequency estimator
I Djurović - IEEE Signal Processing Letters, 2016 - ieeexplore.ieee.org
A Wigner distribution-based random sample consensus (RANSAC) algorithm for the
instantaneous frequency estimation is proposed. The algorithm performance is studied for …
instantaneous frequency estimation is proposed. The algorithm performance is studied for …
On parameters of the QML PPS estimator
I Djurović - Signal Processing, 2015 - Elsevier
Study of user-defined parameters of the recently proposed quasi-maximum likelihood (QML)
estimator, a powerful technique for the polynomial phase signal (PPS) estimation, is …
estimator, a powerful technique for the polynomial phase signal (PPS) estimation, is …
An approximate maximum likelihood estimator for instantaneous frequency estimation of multicomponent nonstationary signals
Y Liu, Y Sun, Z Xiong - IEEE Transactions on Instrumentation …, 2022 - ieeexplore.ieee.org
Nonstationary signals are widely observed in various applications. The instantaneous
frequency (IF) is an important feature to capture the time-frequency (TF) characteristics of …
frequency (IF) is an important feature to capture the time-frequency (TF) characteristics of …
Genetic algorithm for rigid body reconstruction after micro-Doppler removal in the radar imaging analysis
Recently, an L-statistics based method for the micro-Doppler effects removal has been
proposed by the authors. Order statistics is performed on the spectrogram, while the rigid …
proposed by the authors. Order statistics is performed on the spectrogram, while the rigid …
Resolving aliasing effect in the QML estimation of PPSs
I Djurovic, M Simeunovic - IEEE Transactions on Aerospace …, 2016 - ieeexplore.ieee.org
The quasimaximum likelihood (QML) estimator of polynomial-phase signals (PPSs) is based
on the maximization of the short-time Fourier transform and suffers from aliasing when …
on the maximization of the short-time Fourier transform and suffers from aliasing when …
Parameter estimation of coupled polynomial phase and sinusoidal FM signals
This paper considers parameter estimation of a new coupled mixture of polynomial phase
signal (PPS) and sinusoidal frequency modulated (FM) signal, recently introduced for …
signal (PPS) and sinusoidal frequency modulated (FM) signal, recently introduced for …