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Complex Elliptically Symmetric Distributions: Survey, New Results and Applications
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Robust low-rank covariance matrix estimation with a general pattern of missing values
inferred← citeshttps://doi.org/10.1016/j.sigpro.2022.108478openalex-snapshot
Refinement and derivation of statistical resolution limits for circular or rectilinear correlated sources in CES data models
inferred← citeshttps://doi.org/10.1016/j.sigpro.2022.108620openalex-snapshot
Censoring outliers in elliptically symmetric multivariate distribution
inferred← citeshttps://doi.org/10.1016/j.sigpro.2022.108627openalex-snapshot
Phase synchronization sensitivity for widely separated MIMO radar in CES disturbance
inferred← citeshttps://doi.org/10.1016/j.sigpro.2022.108886openalex-snapshot
Slepian-Bangs formulas for parameterized density generator of elliptically symmetric distributions
inferred← citeshttps://doi.org/10.1016/j.sigpro.2023.108967openalex-snapshot
Blind separation of noisy piecewise-stationary mixtures via probability measure transform
inferred← citeshttps://doi.org/10.1016/j.sigpro.2023.109228openalex-snapshot
Through the Wall Radar Imaging via Kronecker-structured Huber-type RPCA
inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109430openalex-snapshot
Regularized maximum likelihood estimation for radio interferometric imaging in the presence of radiofrequency interferences
inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109461openalex-snapshot
Robust and sparse M-estimation of DOA
inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109589openalex-snapshot
Online change detection in SAR time-series with Kronecker product structured scaled Gaussian models
inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109590openalex-snapshot
Robust speckle covariance matrix estimation of sea clutter based on spectral symmetry
inferred← citeshttps://doi.org/10.1016/j.sigpro.2024.109614openalex-snapshot
On the efficiency of misspecified Gaussian inference in nonlinear regression: Application to time-delay and Doppler estimation
inferred← citeshttps://doi.org/10.1016/j.sigpro.2025.109981openalex-snapshot
Elliptical Wishart distributions: Information geometry, maximum likelihood estimator, performance analysis and statistical learning
inferred← citeshttps://doi.org/10.1016/j.sigpro.2025.110027openalex-snapshot
Robust inference with incompleteness for logistic regression model
inferred← citeshttps://doi.org/10.1016/j.sigpro.2025.110315openalex-snapshot
Longtime coherent detection in GP-distributed clutter plus noise
inferred← citeshttps://doi.org/10.1016/j.sigpro.2026.110915openalex-snapshot
Fractal array design based on fourth-order cumulants with enhanced consecutive difference co-arrays
inferred← citeshttps://doi.org/10.1017/9781139084291openalex-snapshot
Robust Statistics for Signal Processing
inferred← citeshttps://doi.org/10.1017/9781139084291.002openalex-snapshot
Introduction and Foundations
inferred← citeshttps://doi.org/10.1017/9781139084291.003openalex-snapshot
Robust Estimation: The Linear Regression Model
inferred← citeshttps://doi.org/10.1017/9781139084291.004openalex-snapshot
Robust Penalized Regression in the Linear Model
inferred← citeshttps://doi.org/10.1017/9781139084291.005openalex-snapshot
Robust Estimation of Location and Scatter (Covariance) Matrix
inferred← citeshttps://doi.org/10.1017/9781139084291.006openalex-snapshot
Robustness in Sensor Array Processing
inferred← citeshttps://doi.org/10.1017/9781139084291.007openalex-snapshot
Tensor Models and Robust Statistics
inferred← citeshttps://doi.org/10.1017/9781139084291.009openalex-snapshot
Robust Methods for Dependent Data
inferred← citeshttps://doi.org/10.1049/iet-rsn.2016.0042openalex-snapshot
Robust Burg estimation of radar scatter matrix for autoregressive structured SIRV based on Fréchet medians
inferred← citeshttps://doi.org/10.1049/iet-rsn.2016.0581openalex-snapshot
Source enumeration via GBIC with a statistic for sphericity test in white Gaussian and non‐Gaussian noise
inferred← citeshttps://doi.org/10.1049/rsn2.70222openalex-snapshot
Efficient Direct Multi‐DOA Tracking via Superpositional Marginalised δ‐GLMB Filtering With Complex Elliptical Wishart Likelihood
inferred← citeshttps://doi.org/10.1063/1.4906002openalex-snapshot
Robust Burg estimation of stationary autoregressive mixtures covariance
inferred← citeshttps://doi.org/10.1080/01621459.2025.2518617openalex-snapshot
Testing Elliptical Models in High Dimensions
inferred← citeshttps://doi.org/10.1080/03610918.2023.2240984openalex-snapshot
Doubly truncated expectation and variance of univariate generalized skew-elliptical distributions with applications
inferred← citeshttps://doi.org/10.1080/03610918.2025.2495279openalex-snapshot
Range moment risk measures for elliptical distributions
inferred← citeshttps://doi.org/10.1080/2150704x.2017.1335907openalex-snapshot
Statistically homogeneous pixel selection for small SAR data sets based on the similarity test of the covariance matrix
inferred← citeshttps://doi.org/10.1109/access.2024.3363242openalex-snapshot
Rapid Adaptive Matched Filter for Detecting Radar Targets With Unknown Velocity
inferred← citeshttps://doi.org/10.1109/access.2024.3403892openalex-snapshot
Maximum Likelihood Estimators of Generalized Gaussian Distribution With an ℍ-Proper Quaternion Random Variable
inferred← citeshttps://doi.org/10.1109/acssc.2013.6810369openalex-snapshot
Expected likelihood approach for low sample support covariance matrix estimation in angular central Gaussian distributions
inferred← citeshttps://doi.org/10.1109/acssc.2016.7869159openalex-snapshot
Robust rank constrained kronecker covariance matrix estimation
inferred← citeshttps://doi.org/10.1109/acssc.2016.7869160openalex-snapshot
Quaternion structured paranormal distributions
inferred← citeshttps://doi.org/10.1109/acssc.2016.7869161openalex-snapshot
New properties for Tyler's covariance matrix estimator
inferred← citeshttps://doi.org/10.1109/argencon.2016.7585367openalex-snapshot
Estimación paramétrica en un modelo para imágenes PolSAR
inferred← citeshttps://doi.org/10.1109/camsap.2015.7383755openalex-snapshot
Asymptotic detection performance analysis of the robust Adaptive Normalized Matched Filter
inferred← citeshttps://doi.org/10.1109/camsap.2017.8313081openalex-snapshot
Robust-COMET for covariance estimation in convex structures: Algorithm and statistical properties
inferred← citeshttps://doi.org/10.1109/camsap45676.2019.9022495openalex-snapshot
A new clustering algorithm for PolSAR images segmentation
inferred← citeshttps://doi.org/10.1109/camsap45676.2019.9022511openalex-snapshot
Modified Sparse Subspace Clustering for Radar Detection in Non-stationary Clutter
inferred← citeshttps://doi.org/10.1109/camsap45676.2019.9022521openalex-snapshot
Hyperspectral Anomaly Detection on the Sphere
inferred← citeshttps://doi.org/10.1109/camsap45676.2019.9022652openalex-snapshot
Spectral Shrinkage of Tyler's $M$-Estimator of Covariance Matrix
inferred← citeshttps://doi.org/10.1109/ciss64860.2025.10944690openalex-snapshot
On the Misspecified Cramér-Rao Bound and Elliptically Symmetric Distributions
inferred← citeshttps://doi.org/10.1109/comst.2020.2989626openalex-snapshot
A Journey From Improper Gaussian Signaling to Asymmetric Signaling
inferred← citeshttps://doi.org/10.1109/eurad.2015.7346234openalex-snapshot
Robust burg estimation of radar scatter matrix for constrained stationary SIRV
inferred← citeshttps://doi.org/10.1109/eusipco.2015.7362438openalex-snapshot
Asymptotic detection performance of the robust ANMF
inferred← citeshttps://doi.org/10.1109/eusipco.2015.7362687openalex-snapshot
Maximum likelihood and robust G-music performance in K-distributed noise
inferred← citeshttps://doi.org/10.1109/eusipco.2016.7760305openalex-snapshot
Robust adaptive detection of buried pipes using GPR
inferred← citeshttps://doi.org/10.1109/eusipco.2016.7760635openalex-snapshot
On scatter matrix estimation in the presence of unknown extra parameters: Mismatched scenario
inferred← citeshttps://doi.org/10.1109/eusipco.2016.7760636openalex-snapshot
Block majorization-minimization algorithms for low-rank clutter subspace estimation
inferred← citeshttps://doi.org/10.1109/globalsip.2013.6737087openalex-snapshot
Group symmetry and non-Gaussian covariance estimation
inferred← citeshttps://doi.org/10.1109/icaibd57115.2023.10206119openalex-snapshot
Two-Dimensional Direction-of-Arrival Estimation via a Sparse Penalty Likelihood Method
inferred← citeshttps://doi.org/10.1109/icassp.2013.6638913openalex-snapshot
Covariance matrix estimation in complex elliptic distributions using the expected likelihood approach
inferred← citeshttps://doi.org/10.1109/icassp.2014.6854391openalex-snapshot
Robust measure transformed music for DOA estimation
inferred← citeshttps://doi.org/10.1109/icassp.2015.7178440openalex-snapshot
Asymptotic properties of the robust ANMF
inferred← citeshttps://doi.org/10.1109/icassp.2015.7178604openalex-snapshot
Second order statistics of bilinear forms of robust scatter estimators
inferred← citeshttps://doi.org/10.1109/icassp.2015.7178614openalex-snapshot
Measure-transformed quasi maximum likelihood estimation with application to source localization
inferred← citeshttps://doi.org/10.1109/icassp.2015.7179061openalex-snapshot
Tyler's estimator performance analysis
inferred← citeshttps://doi.org/10.1109/icassp.2015.7179062openalex-snapshot
Robust estimation of structured covariance matrix for heavy-tailed distributions
inferred← citeshttps://doi.org/10.1109/icassp.2016.7472244openalex-snapshot
Maximum likelihood and maximum a posteriori direction-of-arrival estimation in the presence of sirp noise
inferred← citeshttps://doi.org/10.1109/icassp.2016.7472480openalex-snapshot
Measure-transformed quasi likelihood ratio test
inferred← citeshttps://doi.org/10.1109/icassp.2017.7952765openalex-snapshot
A subspace approach for shrinkage parameter selection in undersampled configuration for Regularised Tyler Estimators
inferred← citeshttps://doi.org/10.1109/icassp.2017.7952793openalex-snapshot
New asymptotic properties for the robust ANMF
inferred← citeshttps://doi.org/10.1109/icassp.2017.7952913openalex-snapshot
Multivariate Linear Time-Frequency modeling and adaptive robust target detection in highly textured monovariate SAR image
inferred← citeshttps://doi.org/10.1109/icassp.2017.7952941openalex-snapshot
Expected Likelihood sphericity test distribution for complex angular central Gaussian data
inferred← citeshttps://doi.org/10.1109/icassp.2017.7952963openalex-snapshot
A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis
inferred← citeshttps://doi.org/10.1109/icassp.2018.8461382openalex-snapshot
Robust Calibration of Radio Interferometers in Multi-Frequency Scenario
inferred← citeshttps://doi.org/10.1109/icassp.2018.8461915openalex-snapshot
A Toeplitz-Tyler Estimation of the Model Order in Large Dimensional Regime
inferred← citeshttps://doi.org/10.1109/icassp.2018.8462284openalex-snapshot
Using Optimal Mass Transport for Tracking and Interpolation of Toeplitz Covariance Matrices
inferred← citeshttps://doi.org/10.1109/icassp.2018.8462449openalex-snapshot
Efficient Estimation of Scatter Matrix with Convex Structure Under $T$ -Distribution
inferred← citeshttps://doi.org/10.1109/icassp.2019.8683579openalex-snapshot
Performance Enhancement of the Measure-transformed Music Algorithm via Mse Based Optimization
inferred← citeshttps://doi.org/10.1109/icassp.2019.8683870openalex-snapshot
Scaling up MIMO Radar for Target Detection
inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9413951openalex-snapshot
A Partially-Relaxed Robust DOA Estimator Under Non-Gaussian Low-Rank Interference and Noise
inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414592openalex-snapshot
Measure-Transformed Covariance Test for Robust Spectrum Sensing
inferred← citeshttps://doi.org/10.1109/icassp39728.2021.9414974openalex-snapshot
A Tyler-Type Estimator of Location and Scatter Leveraging Riemannian Optimization
inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9053956openalex-snapshot
One-Bit Normalized Scatter Matrix Estimation For Complex Elliptically Symmetric Distributions
inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9054100openalex-snapshot
Robust Covariance Matrix Estimation and Portfolio Allocation: The Case of Non-Homogeneous Assets
inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9054555openalex-snapshot
M-Estimators of Scatter with Eigenvalue Shrinkage
inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9054726openalex-snapshot
Riemannian Framework for Robust Covariance Matrix Estimation in Spiked Models
inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746620openalex-snapshot
On the False Alarm Probability of the Normalized Matched Filter for Off-Grid Target Detection
inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746740openalex-snapshot
DOA M-Estimation Using Sparse Bayesian Learning
inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9746841openalex-snapshot
Robust Parameter Estimation Based on the K-Divergence
inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747354openalex-snapshot
A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models
inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747576openalex-snapshot
Robust Classification with Flexible Discriminant Analysis in Heterogeneous Data
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10445908openalex-snapshot
Through-The-Wall Radar Imaging With Wall Clutter Removal Via Riemannian Optimization On The Fixed-Rank Manifold
inferred← citeshttps://doi.org/10.1109/icassp48485.2024.10446955openalex-snapshot
Misspecified Time-Delay and Doppler Estimation over Non Gaussian Scenarios
inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10095334openalex-snapshot
Large Covariance Matrix Estimation with Oracle Statistical Rate
inferred← citeshttps://doi.org/10.1109/icassp49357.2023.10096222openalex-snapshot
Elliptical Wishart Distribution: Maximum Likelihood Estimator from Information Geometry
inferred← citeshttps://doi.org/10.1109/icassp49660.2025.10889884openalex-snapshot
Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11461867openalex-snapshot
Cardinality-Constrained Covariance Estimation in Array Beamforming
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462357openalex-snapshot
Robust Covariance Matrix Estimation for Uniform Rectangular Array
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11464825openalex-snapshot
Measure-Transformed Principal Component Analysis
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11464946openalex-snapshot
Physics-Informed Anomaly Detection of Terrain Material Change in Radar Imagery
inferred← citeshttps://doi.org/10.1109/icc.2019.8761177openalex-snapshot
Phase Modulated Communication with Low-Resolution ADCs
inferred← citeshttps://doi.org/10.1109/icct56141.2022.10072457openalex-snapshot
Adaptive CFAR Detectors for Colocated MIMO Radar in Compound Gaussian Clutter
inferred← citeshttps://doi.org/10.1109/icsidp62679.2024.10867928openalex-snapshot
Adaptive Subspace Detection of Range-Distributed Targets in Compound Gaussian Clutter with Generalized Inverse Gaussian Texture
inferred← citeshttps://doi.org/10.1109/icsigsys.2018.8372658openalex-snapshot
Robust distributed sparsity-constrained non-negative source separation and multi-speaker voice activity detection for speech enhancement in wireless acoustic sensor networks
inferred← citeshttps://doi.org/10.1109/icspcc.2016.7753669openalex-snapshot
Weighted knowledge-aided space time adaptive processing in heterogeneous environments
inferred← citeshttps://doi.org/10.1109/ieeeconf56349.2022.10052053openalex-snapshot
Space-Time Covariance Matrix Estimation: Loss of Algebraic Multiplicities of Eigenvalues
inferred← citeshttps://doi.org/10.1109/ieeeconf67917.2025.11443735openalex-snapshot
Emitter RF Fingerprint Identification Using Complex-Valued Neural Networks
inferred← citeshttps://doi.org/10.1109/igarss.2013.6723455openalex-snapshot
Sphericity of complex stochastic models in multivariate SAR images
inferred← citeshttps://doi.org/10.1109/igarss.2015.7326082openalex-snapshot
On the robustness of the ICA based ICTD with respect to the spherical symmetry of the PolSAR data
inferred← citeshttps://doi.org/10.1109/igarss46834.2022.9883860openalex-snapshot
Joint Design of Transmit Beamforming and Stap Filter in the Modified Phased Array Based on Prior Information
inferred← citeshttps://doi.org/10.1109/jiot.2022.3181683openalex-snapshot
Centralized and Distributed Robust State Estimation Over Sensor Networks Using Elliptical Distribution
inferred← citeshttps://doi.org/10.1109/joe.2024.3369707openalex-snapshot
Fast Estimation of Complex High-Resolution Range Profiles of Ships via Amplitude–Position Bi-Iterative Sparse Recovery Algorithm
inferred← citeshttps://doi.org/10.1109/joe.2024.3374958openalex-snapshot
Robust Detection for Mills Cross Sonar
inferred← citeshttps://doi.org/10.1109/jsee.2014.00050openalex-snapshot
Knowledge-based adaptive polarimetric detection in heterogeneous clutter
inferred← citeshttps://doi.org/10.1109/jstars.2015.2453014openalex-snapshot
Hyperspectral Anomaly Detectors Using Robust Estimators
inferred← citeshttps://doi.org/10.1109/jstars.2020.2999615openalex-snapshot
Robust Low-Rank Change Detection for Multivariate SAR Image Time Series
inferred← citeshttps://doi.org/10.1109/jstars.2024.3524424openalex-snapshot
Classification of Buried Objects From Ground Penetrating Radar Images by Using Second-Order Deep Learning Models
inferred← citeshttps://doi.org/10.1109/lcomm.2019.2911518openalex-snapshot
Maximum-Likelihood Direction Finding Under Elliptical Noise Using the EM Algorithm
inferred← citeshttps://doi.org/10.1109/lgrs.2018.2881485openalex-snapshot
Polarimetric Covariance Eigenvalues Classification in SAR Images
inferred← citeshttps://doi.org/10.1109/lgrs.2018.2889275openalex-snapshot
$M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising
inferred← citeshttps://doi.org/10.1109/lgrs.2020.3017518openalex-snapshot
Reciprocity Evaluation in Heterogeneous Polarimetric SAR Images
inferred← citeshttps://doi.org/10.1109/lgrs.2025.3527696openalex-snapshot
A Robust Adaptive Beamforming Algorithm for Mismatch and Impulsive Noise Circumstance
inferred← citeshttps://doi.org/10.1109/lgrs.2025.3572579openalex-snapshot
Adaptive Coherent Detection in Compound-Gaussian Clutter With Nakagami-Distributed Texture
inferred← citeshttps://doi.org/10.1109/lgrs.2025.3601135openalex-snapshot
An Adaptive Sea Surface Target Detection Method Based on Amplitude Scaling
inferred← citeshttps://doi.org/10.1109/lsp.2013.2281914openalex-snapshot
On the Fisher Information Matrix for Multivariate Elliptically Contoured Distributions
inferred← citeshttps://doi.org/10.1109/lsp.2014.2344695openalex-snapshot
Adaptive Detection in Elliptically Distributed Noise and Under-Sampled Scenario
inferred← citeshttps://doi.org/10.1109/lsp.2014.2352362openalex-snapshot
On False Alarm Rate of Matched Filter Under Distribution Mismatch
inferred← citeshttps://doi.org/10.1109/lsp.2014.2367547openalex-snapshot
On the Convergence of Maronna’s $M$-Estimators of Scatter
inferred← citeshttps://doi.org/10.1109/lsp.2014.2369232openalex-snapshot
On the Expected Likelihood Approach for Assessment of Regularization Covariance Matrix
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