Design of an optimal piece-wise spline Wigner-Ville distribution for TFD performance evaluation and comparison

M Al-Sa'd, B Boashash… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper proposes a new performance evaluation process for time-frequency distributions
(TFD) by designing a reference optimal TFD and novel accuracy and resolution measures …

[HTML][HTML] Sparse time-frequency distribution reconstruction using the adaptive compressed sensed area optimized with the multi-objective approach

V Jurdana, N Lopac, M Vrankic - Sensors, 2023 - mdpi.com
Compressive sensing (CS) of the signal ambiguity function (AF) and enforcing the sparsity
constraint on the resulting signal time-frequency distribution (TFD) has been shown to be an …

Random sample consensus algorithm for the hyperbolic frequency modulated signals parameters estimation

I Djurović - Signal Processing, 2024 - Elsevier
The random sample consensus algorithm has been successfully employed for the
estimation of parameters in polynomial phase signals. It significantly reduces the signal-to …

A novel parameter estimation for hyperbolic frequency modulated signals using group delay

AX Jiang, BS Wu - Digital Signal Processing, 2021 - Elsevier
A two-stage technique for estimating hyperbolic frequency modulated (HFM) signal
parameters is proposed. In the first stage, coarse parameter estimations are performed …

Quasi-maximum likelihood-based estimator of the hyperbolic frequency modulated signals

I Djurović, A Wojciechowski - Digital Signal Processing, 2023 - Elsevier
The quasi-maximum likelihood (QML) algorithm has been extended to estimate the phase
parameters and the instantaneous frequency (IF) of the hyperbolic frequency modulated …

Bandwidth optimization and side-lobe levels reduction in PC radar using Legendre orthogonal polynomials

A Thakur, DS Saini - Digital Signal Processing, 2020 - Elsevier
Abstract Time-bandwidth product (TBP), peak side-lobe level (PSL), integrated side-lobe
level (ISL), and relative main-lobe width are considered important performance parameters …

An improved signal-dependent QTFD based on iterative regional RGK optimization for multi-component LFM signals

S Yao, J Shen, Q Wu, Y Jiang, D Cao - Signal Processing, 2023 - Elsevier
It is quite challenging for the quadratic time-frequency distribution (QTFD) to analyze the
multi-component linear frequency modulation (MC-LFM) signals due to its inevitable cross …

Convolutional Neural Networks for Local Component Number Estimation from Time–Frequency Distributions of Multicomponent Nonstationary Signals

V Jurdana, S Baressi Šegota - Mathematics, 2024 - mdpi.com
Frequency-modulated (FM) signals, prevalent across various applied disciplines, exhibit
time-dependent frequencies and a multicomponent nature necessitating the utilization of …

An improved signal-dependent quadratic time-frequency distribution using regional compact kernels for analysis of nonstationary multicomponent LFM signals

S Yao, Y Liu, Y Jiang, Y Liu - Digital Signal Processing, 2021 - Elsevier
The time-frequency analysis of nonstationary multicomponent linear frequency modulation
(LFM) signals is still a challenging task due to their cross-term interferences. In this paper, a …

A Low Complexity Estimator of Hyperbolic Frequency Modulated Signals

X Xu, X Jiang - IEEE Signal Processing Letters, 2023 - ieeexplore.ieee.org
The primary purpose of this letter is to propose a low complexity estimator of the hyperbolic
frequency modulated (HFM) signal. A novel approximation expression for the spectrum of …