Faouzi Bellili

Orcid: 0000-0001-6630-6561

According to our database1, Faouzi Bellili authored at least 100 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
From Multilayer Perceptron to GPT: A Reflection on Deep Learning Research for Wireless Physical Layer.
IEEE Commun. Mag., July, 2024

Unlabeled Compressed Sensing from Multiple Measurement Vectors.
CoRR, 2024

Lens-Type Redirective Intelligent Surfaces for Multi-User MIMO Communication.
CoRR, 2024

Next-slot OFDM-CSI Prediction: Multi-head Self-attention or State Space Model?
CoRR, 2024

On the Out-of-Distribution Evaluation of ML-Based End-to-End Communications Systems.
Proceedings of the IEEE International Conference on Communications, 2024

Distributed Vector Approximate Message Passing.
Proceedings of the IEEE International Conference on Acoustics, 2024

Vector Approximate message Passing with Arbitrary I.I.D. Noise Priors.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Super-Wideband Massive MIMO.
IEEE J. Sel. Areas Commun., August, 2023

Achievable Rate of Near-Field Communications Based on Physically Consistent Models.
IEEE Trans. Wirel. Commun., 2023

Channel Estimation for Multicarrier Systems with Tightly-Coupled Broadband Arrays.
CoRR, 2023

Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues.
IEEE Commun. Surv. Tutorials, 2023

Multi-user Detection with Oversampled Large Antenna Arrays and Low-resolution ADCs.
Proceedings of the 19th International Symposium on Wireless Communication Systems, 2023

Bandwidth Gain: The Missing Gain of Massive MIMO.
Proceedings of the IEEE International Conference on Communications, 2023

Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study.
Proceedings of the IEEE International Conference on Communications, 2023

Channel Estimation with Tightly-Coupled Antenna Arrays.
Proceedings of the IEEE International Conference on Acoustics, 2023

Physically Consistent Models for Intelligent Reflective Surface-Assisted Communications Under Mutual Coupling and Element Size Constraint.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Age-Limited Capacity of Massive MIMO.
IEEE Trans. Commun., 2022

Achievable Rate With Antenna Size Constraint: Shannon Meets Chu and Bode.
IEEE Trans. Commun., 2022

Modulating Intelligent Surfaces for Multiuser MIMO Systems: Beamforming and Modulation Design.
IEEE Trans. Commun., 2022

Nonlocal Reconfigurable Intelligent Surfaces for Wireless Communication: Modeling and Physical Layer Aspects.
CoRR, 2022

Age of Information-Limited Capacity of Uncoordinated Massive Access Using Massive MIMO.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Massive Unsourced Random Access Based on Bilinear Vector Approximate Message Passing.
Proceedings of the IEEE International Conference on Acoustics, 2022

Reconfigurable Intelligent Surfaces for Quasi-Passive mmWave and THz Networks: Should They be Reflective or Redirective?
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

BiG-VAMP: The Bilinear Generalized Vector Approximate Message Algorithm.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Joint Active and Passive Beamforming Design for IRS-Assisted Multi-User MIMO Systems: A VAMP-Based Approach.
IEEE Trans. Commun., 2021

Massive Unsourced Random Access Based on Uncoupled Compressive Sensing: Another Blessing of Massive MIMO.
IEEE J. Sel. Areas Commun., 2021

Optimizing Binary Symptom Checkers via Approximate Message Passing.
CoRR, 2021

Modulating Intelligent Surfaces for Multi-User MIMO Systems: Beamforming and Modulation Design.
CoRR, 2021

Joint Active and Passive Beamforming for IRS-Assisted Multi-User MIMO Systems: A VAMP Approach.
CoRR, 2021

2020
Massive MIMO with Dense Arrays and 1-bit Data Converters.
CoRR, 2020

Bilinear Generalized Vector Approximate Message Passing.
CoRR, 2020

Age-Limited Capacity of Massive MIMO.
CoRR, 2020

2019
Maximum Likelihood Joint Angle and Delay Estimation from Multipath and Multicarrier Transmissions with Application to Indoor Localization over IEEE 802.11ac Radio.
IEEE Trans. Mob. Comput., 2019

Generalized Approximate Message Passing for Massive MIMO mmWave Channel Estimation With Laplacian Prior.
IEEE Trans. Commun., 2019

Multi-Node ML Time and Frequency Synchronization for Distributed MIMO-Relay Beamforming Over Time-Varying Flat-Fading Channels.
IEEE Trans. Commun., 2019

Angular Parameters Estimation of Multiple Incoherently Distributed Sources Generating Noncircular Signals.
IEEE Access, 2019

FPGA-SDR Integration and Experimental Validation of a Joint DA ML SNR and Doppler Spread Estimator for 5G Cognitive Transceivers.
IEEE Access, 2019

ML-Type EM-Based Estimation of Fast Time-Varying Frequency-Selective Channels Over SIMO OFDM Transmissions.
IEEE Access, 2019

Joint ML Time and Frequency Synchronization for Distributed MIMO-Relay Beamforming.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

ML EM Estimation of Fast Time-Varying OFDM-Type Channels.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

EM-Based ML Estimation of Fast Time-Varying Multipath Channels for SIMO OFDM Systems.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Massive MIMO mmWave Channel Estimation Using Approximate Message Passing and Laplacian Prior.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

ML Time-Delay and CFO Synchronization for MIMO-Relay Beamforming over Time-Varying Channels.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Maximum Likelihood Time Delay Estimation From Single- and Multi-Carrier DSSS Multipath MIMO Transmissions for Future 5G Networks.
IEEE Trans. Wirel. Commun., 2017

Code-Aided DOA Estimation From Turbo-Coded QAM Transmissions: Analytical CRLBs and Maximum Likelihood Estimator.
IEEE Trans. Wirel. Commun., 2017

Time Synchronization of Turbo-Coded Square-QAM-Modulated Transmissions: Code-Aided ML Estimator and Closed-Form Cramér-Rao Lower Bounds.
IEEE Trans. Veh. Technol., 2017

A Low-Cost and Robust Maximum Likelihood Joint Estimator for the Doppler Spread and CFO Parameters Over Flat-Fading Rayleigh Channels.
IEEE Trans. Commun., 2017

Low-complexity DOA estimation from short data snapshots for ULA systems using the annihilating filter technique.
EURASIP J. Adv. Signal Process., 2017

A cognitive MIMO transceiver for enhanced 4G and beyond link-level throughput.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

FPGA prototyping of a STAR-based time-delay estimator for 5G radio access.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Low-cost code-aided ML timing recovery from turbo-coded QAM transmissions.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

ML time delay estimation for 5G links with DSSS multi-carrier multipath MIMO radio access.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Joint time and frequency synchronization for distributed beamforming in decode-and-forward relaying systems using importance sampling.
Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

2016
A context-aware cognitive SIMO transceiver for enhanced throughput on the downlink of LTE HetNet.
Wirel. Commun. Mob. Comput., 2016

2015
Closed-Form CRLBs for CFO and Phase Estimation From Turbo-Coded Square-QAM-Modulated Transmissions.
IEEE Trans. Wirel. Commun., 2015

Maximum Likelihood SNR Estimation of Linearly-Modulated Signals Over Time-Varying Flat-Fading SIMO Channels.
IEEE Trans. Signal Process., 2015

A context-aware cognitive SIMO transceiver for increased LTE-HetNet system-level DL-throughput.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Context-Aware Cognitive SIMO Transceiver for Increased LTE-Downlink Link-Level Throughput.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

A Context-Aware Cognitive SIMO DL Transceiver for LTE HetNet Enhanced Pico-Cell Range Expansion.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

A Context-Aware Cognitive SIMO DL Transceiver for LTE HetNet Power Efficiency and Throughput Enhancement.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Estimation of Angular Spreads and Mean Angles of Arrival for Multiple Incoherently-Distributed Noncircular Sources.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Cramer-Rao Lower Bounds for Angular Parameters Estimates from Incoherently Distributed Signals Generated by Noncircular Sources.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Code-Aided Direction Finding in Turbo-Coded Square-QAM Transmissions.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Implementation of a Maximum Likelihood Doppler Spread Estimator on a Model-Based Design Platform.
Proceedings of the IEEE International Conference on Ubiquitous Wireless Broadband, 2015

Closed-form Cramer-Rao lower bounds for DOA estimation from turbo-coded square-QAM-modulated transmissions.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Code-Aided Time Synchronization of Turbo-Coded Square-QAM-Modulated Transmissions: Closed-Form Cramer-Rao Lower Bounds.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Closed-Form CRLBs for SNR Estimation From Turbo-Coded BPSK-, MSK-, and Square-QAM-Modulated Signals.
IEEE Trans. Signal Process., 2014

Maximum likelihood SNR estimation over time-varying flat-fading SIMO channels.
Proceedings of the IEEE International Conference on Acoustics, 2014

A new importance-sampling ML estimator of time delays and angles of arrival in multipath environments.
Proceedings of the IEEE International Conference on Acoustics, 2014

Closed-form Cramér-Rao lower bounds for CFO and phase estimation from turbo-coded square-QAM-modulated signals.
Proceedings of the IEEE Global Communications Conference, 2014

Closed-form CRLBs for SNR estimation from turbo-coded square-QAM-modulated signals.
Proceedings of the IEEE Global Communications Conference, 2014

2013
A Maximum Likelihood Time Delay Estimator in a Multipath Environment Using Importance Sampling.
IEEE Trans. Signal Process., 2013

A low-cost and robust maximum likelihood doppler spread estimator.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
Stochastic NDA CRLB for DOA Estimation over SIMO Systems.
Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

Time Delays Estimation from DS-CDMA Multipath Transmissions Using Expectation Maximization.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012

2011
A Non-Data-Aided Maximum Likelihood Time Delay Estimator Using Importance Sampling.
IEEE Trans. Signal Process., 2011

Closed-Form Expressions for the Exact Cramér-Rao Bounds of Timing Recovery Estimators From BPSK, MSK and Square-QAM Transmissions.
IEEE Trans. Signal Process., 2011

DOA Estimation of Temporally and Spatially Correlated Narrowband Noncircular Sources in Spatially Correlated White Noise.
IEEE Trans. Signal Process., 2011

Cramer-Rao Lower Bounds of DOA Estimates from Square QAM-Modulated Signals.
IEEE Trans. Commun., 2011

A new importance-sampling-based non-data-aided maximum likelihood time delay estimator.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

DOA estimation from temporally and spatially correlated narrowband signals with noncircular sources.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Closed-Form Expression for the Exact Cramer-Rao Bound of Timing Recovery Estimators from MSK Transmissions.
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011

Second-order moment-based direction finding of a single source for ULA systems.
Proceedings of the IEEE 22nd International Symposium on Personal, 2011

Closed-Form Expressions for the Exact Cramer-Rao Bounds of Timing Recovery Estimators from BPSK and Square-QAM Transmissions.
Proceedings of IEEE International Conference on Communications, 2011

A Maximum Likelihood Time Delay Estimator Using Importance Sampling.
Proceedings of the Global Communications Conference, 2011

Joint Estimation of the Ricean K-Factor and the SNR for SIMO Systems Using Higher Order Statistics.
Proceedings of the Global Communications Conference, 2011

DOA Estimation for ULA Systems from Short Data Snapshots: An Annihilating Filter Approach.
Proceedings of the Global Communications Conference, 2011

Maximum likelihood time delay estimation for Direct-Spread CDMA multipath transmissions using importance sampling.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Moment-based SNR estimation over linearly-modulated wireless SIMO channels.
IEEE Trans. Wirel. Commun., 2010

SNR Estimation Over SIMO Channels From Linearly Modulated Signals.
IEEE Trans. Signal Process., 2010

Cramér-rao lower bounds for subcarrier SNR estimates over multicarrier channels.
IEEE Trans. Signal Process., 2010

Cramér-Rao lower bounds for frequency and phase NDA estimation from arbitrary square QAM-modulated signals.
IEEE Trans. Signal Process., 2010

Cramer-Rao Lower Bounds for NDA SNR Estimates of Square QAM Modulated Transmissions.
IEEE Trans. Commun., 2010

2009
Cramér-Rao bound for NDA SNR estimates of square QAM modulated signals.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

Cramér-Rao Bounds for SNR Estimates in Multicarrier Transmissions.
Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Subcarrier SNR ML estimators and Cramér-Rao bounds in multicarrier transmission.
Proceedings of the IEEE 20th International Symposium on Personal, 2009

EM Algorithm for Non-Data-Aided SNR Estimation of Linearly-Modulated Signals over SIMO Channels.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Cramer-Rao Bound for NDA DOA Estimates of Square QAM-Modulated Signals.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Closed-Form Expressions for the Exact Cramer-Rao Bound for Parameter Estimation of Arbitrary Square QAM-Modulated Signals.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008
SNR estimation of QAM-modulated transmissions over time-varying SIMO channels.
Proceedings of the 2008 5th International Symposium on Wireless Communication Systems, 2008


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