Abla Kammoun

Orcid: 0000-0002-0195-3159

According to our database1, Abla Kammoun authored at least 154 papers between 2006 and 2024.

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Bibliography

2024
Precoding for High-Throughput Satellite Communication Systems: A Survey.
IEEE Commun. Surv. Tutorials, 2024

2023
A New Analytical Approximation of the Fluid Antenna System Channel.
IEEE Trans. Wirel. Commun., December, 2023

Optimal Phase Shift Solution and Diversity Analysis for Discrete RIS-Assisted Systems Under Rank Deficient Channels.
IEEE Wirel. Commun. Lett., October, 2023

Optimal Phase Shift Design for Fair Allocation in RIS-Aided Uplink Network Using Statistical CSI.
IEEE J. Sel. Areas Commun., August, 2023

Max-Min SINR Optimization for RIS-Aided Uplink Communications With Green Constraints.
IEEE Wirel. Commun. Lett., 2023

Asymptotic Performance Analysis of the Regularized Least Squares Precoding with Restricted Transmit Power in Multi-User Massive MIMO.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Reconfigurable Intelligent Surface Enabled Interference Nulling and Signal Power Maximization in mmWave Bands.
IEEE Trans. Wirel. Commun., 2022

Asymptotic Analysis of RLS-Based Digital Precoder With Limited PAPR in Massive MIMO.
IEEE Trans. Signal Process., 2022

Sum-Rate Analysis of a Multi-Cell Multi-User MISO System Under Double Scattering Channels.
IEEE Trans. Commun., 2022

Nonterrestrial Communications Assisted by Reconfigurable Intelligent Surfaces.
Proc. IEEE, 2022

Asymptotic Performance of Box-RLS Decoders Under Imperfect CSI With Optimized Resource Allocation.
IEEE Open J. Commun. Soc., 2022

Max-Min Data Rate Optimization for RIS-aided Uplink Communications with Green Constraints.
CoRR, 2022

2021
Beamforming Through Reconfigurable Intelligent Surfaces in Single-User MIMO Systems: SNR Distribution and Scaling Laws in the Presence of Channel Fading and Phase Noise.
IEEE Wirel. Commun. Lett., 2021

Data-Driven False Data Injection Attacks Against Power Grids: A Random Matrix Approach.
IEEE Trans. Smart Grid, 2021

Cost-sensitive design of quadratic discriminant analysis for imbalanced data.
Pattern Recognit. Lett., 2021

Spatially-Distributed RISs vs Relay-Assisted Systems: A Fair Comparison.
IEEE Open J. Commun. Soc., 2021

Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers.
CoRR, 2021

Non-terrestrial Communications Assisted by Reconfigurable Intelligent Surfaces.
CoRR, 2021

A Precise Performance Analysis of Support Vector Regression.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Multi-Cell MMSE Combining Over Correlated Rician Channels in Massive MIMO Systems.
IEEE Wirel. Commun. Lett., 2020

Performance of Multibeam Very High Throughput Satellite Systems Based on FSO Feeder Links With HPA Nonlinearity.
IEEE Trans. Wirel. Commun., 2020

Asymptotic Analysis of MRT Over Double Scattering Channels With MMSE Estimation.
IEEE Trans. Wirel. Commun., 2020

Asymptotic Max-Min SINR Analysis of Reconfigurable Intelligent Surface Assisted MISO Systems.
IEEE Trans. Wirel. Commun., 2020

Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data.
IEEE Trans. Signal Process., 2020

A Large Dimensional Study of Regularized Discriminant Analysis.
IEEE Trans. Signal Process., 2020

Performance Analysis of Dual-Hop Underwater Wireless Optical Communication Systems Over Mixture Exponential-Generalized Gamma Turbulence Channels.
IEEE Trans. Commun., 2020

An Accurate Sample Rejection Estimator of the Outage Probability With Equal Gain Combining.
IEEE Open J. Commun. Soc., 2020

Intelligent Reflecting Surface-Assisted Multi-User MISO Communication: Channel Estimation and Beamforming Design.
IEEE Open J. Commun. Soc., 2020

Asymptotic Analysis of an Ensemble of Randomly Projected Linear Discriminants.
IEEE J. Sel. Areas Inf. Theory, 2020

High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model.
J. Mach. Learn. Res., 2020

Precise Error Analysis of the LASSO under Correlated Designs.
CoRR, 2020

Optimum M-PAM Transmission for Massive MIMO Systems with Channel Uncertainty.
CoRR, 2020

Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings.
CoRR, 2020

On the Precise Error Analysis of Support Vector Machines.
CoRR, 2020

Data-Driven False Data Injection Attacks Against Power Grid: A Random Matrix Approach.
CoRR, 2020

On robust spectrum sensing using M-estimators of covariance matrix.
Sci. China Inf. Sci., 2020

High-Dimensional Quadratic Discriminant Analysis Under Spiked Covariance Model.
IEEE Access, 2020

Box-Relaxation for BPSK Recovery in Massive MIMO: A Precise Analysis under Correlated Channels.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Model of Double Descent for High-Dimensional Logistic Regression.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Asymptotic Analysis of RZF Over Double Scattering Channels With MMSE Estimation.
IEEE Trans. Wirel. Commun., 2019

Asymptotic Analysis of RZF in Large-Scale MU-MIMO Systems Over Rician Channels.
IEEE Trans. Inf. Theory, 2019

Unified Statistical Channel Model for Turbulence-Induced Fading in Underwater Wireless Optical Communication Systems.
IEEE Trans. Commun., 2019

Theoretical Performance Limits of Massive MIMO With Uncorrelated Rician Fading Channels.
IEEE Trans. Commun., 2019

LMMSE Receivers in Uplink Massive MIMO Systems With Correlated Rician Fading.
IEEE Trans. Commun., 2019

A Model of Double Descent for High-dimensional Binary Linear Classification.
CoRR, 2019

Intelligent Reflecting Surface Assisted Wireless Communication: Modeling and Channel Estimation.
CoRR, 2019

Asymptotic Analysis of Large Intelligent Surface Assisted MIMO Communication.
CoRR, 2019

Elevation Beamforming With Full Dimension MIMO Architectures in 5G Systems: A Tutorial.
IEEE Commun. Surv. Tutorials, 2019

Impact of Wavelength on the Path-loss of Turbid Underwater Communication Systems.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Large-System Analysis of Massive MIMO with Optimal M-MMSE Processing.
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

Asymptotic Performance of Linear Discriminant Analysis with Random Projections.
Proceedings of the IEEE International Conference on Acoustics, 2019

Phase transition in the hard-margin support vector machines.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
On the Sum of Order Statistics and Applications to Wireless Communication Systems Performances.
IEEE Trans. Wirel. Commun., 2018

Measurement Selection: A Random Matrix Theory Approach.
IEEE Trans. Wirel. Commun., 2018

Design of 5G Full Dimension Massive MIMO Systems.
IEEE Trans. Commun., 2018

Optimal Design of the Adaptive Normalized Matched Filter Detector Using Regularized Tyler Estimators.
IEEE Trans. Aerosp. Electron. Syst., 2018

On the generalization of the hazard rate twisting-based simulation approach.
Stat. Comput., 2018

On the efficient simulation of the left-tail of the sum of correlated log-normal variates.
Monte Carlo Methods Appl., 2018

Robust precoding design for indoor MU-MISO visible light communication.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Elevation beamforming in a multi-cell full dimension massive MIMO system.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Random Matrix-Improved Kernels For Large Dimensional Spectral Clustering.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Improved LDA Classifier Based on Spiked Models.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Regularized Discriminant Analysis: A Large Dimensional Study.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

On the Uplink of Large-Scale MIMO Systems with Correlated Ricean Fading Channels.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Importance Sampling Estimator of Outage Probability under Generalized Selection Combining Model.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Random Matrix Asymptotics of Inner Product Kernel Spectral Clustering.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Accurate Outage Probability Evaluation of Equal Gain Combining Receivers.
Proceedings of the IEEE Global Communications Conference, 2018

Asymptotic Analysis of Regularized Zero-Forcing in Double Scattering Channels.
Proceedings of the IEEE Global Communications Conference, 2018

Line-of-Sight and Pilot Contamination Effects on Correlated Multi-Cell Massive MIMO Systems.
Proceedings of the IEEE Global Communications Conference, 2018

2017
A Unified Moment-Based Approach for the Evaluation of the Outage Probability With Noise and Interference.
IEEE Trans. Wirel. Commun., 2017

Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low-Complexity Transceivers.
IEEE Trans. Signal Process., 2017

On the Efficient Simulation of Outage Probability in a Log-Normal Fading Environment.
IEEE Trans. Commun., 2017

On the Efficient Simulation of the Distribution of the Sum of Gamma-Gamma Variates With Application to the Outage Probability Evaluation Over Fading Channels.
IEEE Trans. Commun., 2017

Numerically Stable Evaluation of Moments of Random Gram Matrices With Applications.
IEEE Signal Process. Lett., 2017

Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators.
Signal Process., 2017

The random matrix regime of Maronna's estimator for observations corrupted by elliptical noise.
J. Multivar. Anal., 2017

Coordinated SLNR Based Precoding in Large-Scale Heterogeneous Networks.
IEEE J. Sel. Top. Signal Process., 2017

Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication.
IEEE Access, 2017

Performance Analysis of Compact FD-MIMO Antenna Arrays in a Correlated Environment.
IEEE Access, 2017

Asymptotic performance of regularized quadratic discriminant analysis based classifiers.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

The BOX-LASSO with application to GSSK modulation in massive MIMO systems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Optimal linear precoding for indoor visible light communication system.
Proceedings of the IEEE International Conference on Communications, 2017

Asymptotic analysis of multicell massive MIMO over Rician fading channels.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

BER analysis of regularized least squares for BPSK recovery.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A New Simple Model for Underwater Wireless Optical Channels in the Presence of Air Bubbles.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Precoding Design for Single-RF Massive MIMO Systems: A Large System Analysis.
IEEE Wirel. Commun. Lett., 2016

Convergence and Fluctuations of Regularized Tyler Estimators.
IEEE Trans. Signal Process., 2016

Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications.
IEEE Trans. Signal Process., 2016

Optimal Design of Large Dimensional Adaptive Subspace Detectors.
IEEE Trans. Signal Process., 2016

No Eigenvalues Outside the Limiting Support of Generally Correlated Gaussian Matrices.
IEEE Trans. Inf. Theory, 2016

Théorie des matrices aléatoires robustes et applications à la détection radar.
Traitement du Signal, 2016

On the Feedback Reduction of Multiuser Relay Networks Using Compressive Sensing.
IEEE Trans. Commun., 2016

Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory.
IEEE Signal Process. Lett., 2016

Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals.
J. Multivar. Anal., 2016

Unified Importance Sampling Schemes for Efficient Simulation of Outage Capacity Over Generalized Fading Channels.
IEEE J. Sel. Top. Signal Process., 2016

Linear precoding based on polynomial expansion: reducing complexity in massive MIMO.
EURASIP J. Wirel. Commun. Netw., 2016

Supplementary Appendix for: Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory.
CoRR, 2016

Asymptotic analysis of downlink MIMO systems over Rician fading channels.
CoRR, 2016

Blind Measurement Selection: A Random Matrix Theory Approach.
CoRR, 2016

Optimal adaptive normalized matched filter for large antenna arrays.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Robust adaptive subspace detection in impulsive noise.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Max-min SINR low complexity transceiver design for single cell massive MIMO.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Spatial correlation characterization of a uniform circular array in 3D MIMO systems.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Block compressed sensing for feedback reduction in relay-aided multiuser full duplex networks.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Performance analysis of coordination strategies in two-tier Heterogeneous Networks.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

An exact power series formula of the outage probability with noise and interference over generalized fading channels.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Exact closed-form expression for the inverse moments of one-sided correlated Gram matrices.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Polynomial expansion of the precoder for power minimization in large-scale MIMO systems.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Asymptotic analysis of downlink MISO systems over Rician fading channels.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Spatial Correlation Characterization of a Full Dimension Massive MIMO System.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Blind Antenna Selection Scheme for Single-Cell Uplink Massive MIMO.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Penalized linear regression for discrete ill-posed problems: A hybrid least-squares and mean-squared error approach.
Proceedings of the 24th European Signal Processing Conference, 2016

Random matrix improved subspace clustering.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
3D Massive MIMO Systems: Modeling and Performance Analysis.
IEEE Trans. Wirel. Commun., 2015

A Generalized Spatial Correlation Model for 3D MIMO Channels Based on the Fourier Coefficients of Power Spectrums.
IEEE Trans. Signal Process., 2015

An Improved Hazard Rate Twisting Approach for the Statistic of the Sum of Subexponential Variates.
IEEE Commun. Lett., 2015

Optimal Design of the Adaptive Normalized Matched Filter Detector.
CoRR, 2015

On the Feedback Reduction of Relay Aided Multiuser Networks using Compressive Sensing.
CoRR, 2015

Spatial correlation in 3D MIMO channels using fourier coefficients of power spectrums.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

A unified simulation approach for the fast outage capacity evaluation over generalized fading channels.
Proceedings of the IEEE International Symposium on Information Theory, 2015

On the mutual information of 3D massive MIMO systems: An asymptotic approach.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Second order statistics of bilinear forms of robust scatter estimators.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An Efficient Simulation Scheme of the Outage Probability with Co-Channel Interference.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Linear Precoding Based on Polynomial Expansion: Large-Scale Multi-Cell MIMO Systems.
IEEE J. Sel. Top. Signal Process., 2014

Preliminary Results on 3D Channel Modeling: From Theory to Standardization.
IEEE J. Sel. Areas Commun., 2014

An Improved Hazard Rate Twisting Approach for the Statistic of the Sum of Subexponential Variates (Extended Version).
CoRR, 2014

A Fast Simulation Method for the Sum of Subexponential Distributions.
CoRR, 2014

The random matrix regime of Maronna's M-estimator for observations corrupted by elliptical noises.
CoRR, 2014

On the Smallest Eigenvalue of General correlated Gaussian Matrices.
CoRR, 2014

Efficient linear precoding for massive MIMO systems using truncated polynomial expansion.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Power efficient low complexity precoding for massive MIMO systems.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Low-complexity linear precoding for multi-cell massive MIMO systems.
Proceedings of the 22nd European Signal Processing Conference, 2014

Robust G-MUSIC.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Performance of Mutual Information Inference Methods Under Unknown Interference.
IEEE Trans. Inf. Theory, 2013

Performance analysis and optimal power allocation for linear receivers based on superimposed training.
EURASIP J. Wirel. Commun. Netw., 2013

Robust blind methods using ℓ<sub>p</sub> quasi norms
CoRR, 2013

Linear Precoding Based on Truncated Polynomial Expansion - Part I: Large-Scale Single-Cell Systems.
CoRR, 2013

Linear Precoding Based on Truncated Polynomial Expansion - Part II: Large-Scale Multi-Cell Systems.
CoRR, 2013

Survey on 3D channel modeling : From theory to standardization.
CoRR, 2013

SNR efficient approach for the design of Hybrid Filter Bank A/D converters.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Eigenvalue Estimation of Parameterized Covariance Matrices of Large Dimensional Data.
IEEE Trans. Signal Process., 2012

Estimation of the Covariance Matrix of Large Dimensional Data
CoRR, 2012

On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Quasi-Convexity of the Asymptotic Channel MSE in Regularized Semi Blind Estimation.
IEEE Trans. Inf. Theory, 2011

A CLT for Capacity Inference Methods under Colored Interference.
Proceedings of the Global Communications Conference, 2011

2009
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals.
IEEE Trans. Inf. Theory, 2009

BER and outage probability approximations for LMMSE detectors on correlated MIMO channels.
IEEE Trans. Inf. Theory, 2009

An Efficient Regularized Semi-Blind Estimator.
Proceedings of IEEE International Conference on Communications, 2009

Superimposed or time-multiplexed training: A performance comparison.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals
CoRR, 2008

System-Level Evaluation of a Downlink OFDM Kalman-Based Switched-Beam System with Subcarrier Allocation Strategies.
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008

2006
Undersampled LC bandpass Sigma Delta modulators with feedback FIRDACs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Systematic design method for LC bandpass Sigma Delta modulators with feedback FIRDACs.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006


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