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2020 – today
- 2024
[j72]Malek Khammassi
, Abla Kammoun, Mohamed-Slim Alouini:
Precoding for High-Throughput Satellite Communication Systems: A Survey. IEEE Commun. Surv. Tutorials 26(1): 80-118 (2024)- [j71]Jia Ye, Abla Kammoun, Mohamed-Slim Alouini:
Signal Power Maximization and Channel Estimation for mmWave Communication Systems Aided by RIS With Discrete Phase Shifts. IEEE Trans. Wirel. Commun. 23(8): 8447-8464 (2024) - [c59]Shasha Liu, Abla Kammoun, Hayssam Dahrouj, Mohamed-Slim Alouini:
Asymptotic Analysis of Max-Min SINR in Downlink MISO System with Multi-Weighted Power Constraints. CCECE 2024: 107-108 - 2023
- [j70]Athira Subhash, Abla Kammoun, Ahmed Elzanaty, Sheetal Kalyani, Yazan H. Al-Badarneh, Mohamed-Slim Alouini:
Optimal Phase Shift Design for Fair Allocation in RIS-Aided Uplink Network Using Statistical CSI. IEEE J. Sel. Areas Commun. 41(8): 2461-2475 (2023) - [j69]Malek Khammassi, Abla Kammoun, Mohamed-Slim Alouini:
A New Analytical Approximation of the Fluid Antenna System Channel. IEEE Trans. Wirel. Commun. 22(12): 8843-8858 (2023) - [j68]Athira Subhash, Abla Kammoun, Ahmed Elzanaty, Sheetal Kalyani, Yazan H. Al-Badarneh, Mohamed-Slim Alouini:
Max-Min SINR Optimization for RIS-Aided Uplink Communications With Green Constraints. IEEE Wirel. Commun. Lett. 12(6): 942-946 (2023) - [j67]Jia Ye, Abla Kammoun, Mohamed-Slim Alouini:
Optimal Phase Shift Solution and Diversity Analysis for Discrete RIS-Assisted Systems Under Rank Deficient Channels. IEEE Wirel. Commun. Lett. 12(10): 1746-1750 (2023) - [c58]Xiuxiu Ma, Abla Kammoun, Ayed M. Alrashdi, Tarig Ballal, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Asymptotic Performance Analysis of the Regularized Least Squares Precoding with Restricted Transmit Power in Multi-User Massive MIMO. EUSIPCO 2023: 1450-1454 - 2022
- [j66]Ayed M. Alrashdi, Abla Kammoun, Ali H. Muqaibel, Tareq Y. Al-Naffouri:
Asymptotic Performance of Box-RLS Decoders Under Imperfect CSI With Optimized Resource Allocation. IEEE Open J. Commun. Soc. 3: 2051-2075 (2022) - [j65]Jia Ye, Jingping Qiao, Abla Kammoun, Mohamed-Slim Alouini:
Nonterrestrial Communications Assisted by Reconfigurable Intelligent Surfaces. Proc. IEEE 110(9): 1423-1465 (2022) - [j64]Jia Ye, Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mohamed-Slim Alouini:
Sum-Rate Analysis of a Multi-Cell Multi-User MISO System Under Double Scattering Channels. IEEE Trans. Commun. 70(1): 332-349 (2022) - [j63]Xiuxiu Ma, Abla Kammoun, Ayed M. Alrashdi, Tarig Ballal, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Asymptotic Analysis of RLS-Based Digital Precoder With Limited PAPR in Massive MIMO. IEEE Trans. Signal Process. 70: 5488-5503 (2022) - [j62]Jia Ye, Abla Kammoun, Mohamed-Slim Alouini:
Reconfigurable Intelligent Surface Enabled Interference Nulling and Signal Power Maximization in mmWave Bands. IEEE Trans. Wirel. Commun. 21(11): 9096-9113 (2022) - [i56]Malek Khammassi, Abla Kammoun, Mohamed-Slim Alouini:
A New Analytical Approximation of the Fluid Antenna System Channel. CoRR abs/2203.09318 (2022) - [i55]Athira Subhash, Abla Kammoun, Ahmed Elzanaty, Sheetal Kalyani, Yazan H. Al-Badarneh, Mohamed-Slim Alouini:
Max-Min Data Rate Optimization for RIS-aided Uplink Communications with Green Constraints. CoRR abs/2208.00182 (2022) - [i54]Athira Subhash, Abla Kammoun, Ahmed Elzanaty, Sheetal Kalyani, Yazan H. Al-Badarneh, Mohamed-Slim Alouini:
Optimal phase shift design for fair allocation in RIS aided uplink network using statistical CSI. CoRR abs/2209.08983 (2022) - 2021
- [j61]Jia Ye, Abla Kammoun, Mohamed-Slim Alouini:
Spatially-Distributed RISs vs Relay-Assisted Systems: A Fair Comparison. IEEE Open J. Commun. Soc. 2: 799-817 (2021) - [j60]Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Cost-sensitive design of quadratic discriminant analysis for imbalanced data. Pattern Recognit. Lett. 149: 24-29 (2021) - [j59]Subhash Lakshminarayana, Abla Kammoun, Mérouane Debbah, H. Vincent Poor:
Data-Driven False Data Injection Attacks Against Power Grids: A Random Matrix Approach. IEEE Trans. Smart Grid 12(1): 635-646 (2021) - [j58]Xuewen Qian, Marco Di Renzo, Jiang Liu, Abla Kammoun, Mohamed-Slim Alouini:
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. 10(1): 77-81 (2021) - [c57]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
A Precise Performance Analysis of Support Vector Regression. ICML 2021: 9671-9680 - [i53]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
A Precise Performance Analysis of Support Vector Regression. CoRR abs/2105.10373 (2021) - [i52]Jia Ye, Jingping Qiao, Abla Kammoun, Mohamed-Slim Alouini:
Non-terrestrial Communications Assisted by Reconfigurable Intelligent Surfaces. CoRR abs/2109.00876 (2021) - [i51]Lama B. Niyazi, Abla Kammoun, Hayssam Dahrouj, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Weight Vector Tuning and Asymptotic Analysis of Binary Linear Classifiers. CoRR abs/2110.00567 (2021) - 2020
- [j57]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
High-Dimensional Quadratic Discriminant Analysis Under Spiked Covariance Model. IEEE Access 8: 117313-117323 (2020) - [j56]Zhedong Liu, Abla Kammoun, Mohamed-Slim Alouini:
On robust spectrum sensing using M-estimators of covariance matrix. Sci. China Inf. Sci. 63(8): 1-3 (2020) - [j55]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
High-dimensional Linear Discriminant Analysis Classifier for Spiked Covariance Model. J. Mach. Learn. Res. 21: 112:1-112:24 (2020) - [j54]Lama B. Niyazi, Abla Kammoun, Hayssam Dahrouj, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Asymptotic Analysis of an Ensemble of Randomly Projected Linear Discriminants. IEEE J. Sel. Areas Inf. Theory 1(3): 914-930 (2020) - [j53]Qurrat-Ul-Ain Nadeem, Hibatallah Alwazani, Abla Kammoun, Anas Chaaban, Mérouane Debbah, Mohamed-Slim Alouini:
Intelligent Reflecting Surface-Assisted Multi-User MISO Communication: Channel Estimation and Beamforming Design. IEEE Open J. Commun. Soc. 1: 661-680 (2020) - [j52]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
An Accurate Sample Rejection Estimator of the Outage Probability With Equal Gain Combining. IEEE Open J. Commun. Soc. 1: 1022-1034 (2020) - [j51]Emna Zedini, Abla Kammoun, Hamza Soury, Mounir Hamdi, Mohamed-Slim Alouini:
Performance Analysis of Dual-Hop Underwater Wireless Optical Communication Systems Over Mixture Exponential-Generalized Gamma Turbulence Channels. IEEE Trans. Commun. 68(9): 5718-5731 (2020) - [j50]Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data. IEEE Trans. Signal Process. 68: 1574-1588 (2020) - [j49]Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
A Large Dimensional Study of Regularized Discriminant Analysis. IEEE Trans. Signal Process. 68: 2464-2479 (2020) - [j48]Emna Zedini, Abla Kammoun, Mohamed-Slim Alouini:
Performance of Multibeam Very High Throughput Satellite Systems Based on FSO Feeder Links With HPA Nonlinearity. IEEE Trans. Wirel. Commun. 19(9): 5908-5923 (2020) - [j47]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Anas Chaaban, Mérouane Debbah, Mohamed-Slim Alouini:
Asymptotic Max-Min SINR Analysis of Reconfigurable Intelligent Surface Assisted MISO Systems. IEEE Trans. Wirel. Commun. 19(12): 7748-7764 (2020) - [j46]Jia Ye, Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mohamed-Slim Alouini:
Asymptotic Analysis of MRT Over Double Scattering Channels With MMSE Estimation. IEEE Trans. Wirel. Commun. 19(12): 7851-7863 (2020) - [j45]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
Multi-Cell MMSE Combining Over Correlated Rician Channels in Massive MIMO Systems. IEEE Wirel. Commun. Lett. 9(1): 12-16 (2020) - [c56]Zeyu Deng, Abla Kammoun, Christos Thrampoulidis:
A Model of Double Descent for High-Dimensional Logistic Regression. ICASSP 2020: 4267-4271 - [c55]Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. ICASSP 2020: 8763-8767 - [c54]Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Box-Relaxation for BPSK Recovery in Massive MIMO: A Precise Analysis under Correlated Channels. ICC 2020: 1-6 - [i50]Subhash Lakshminarayana, Abla Kammoun, Mérouane Debbah, H. Vincent Poor:
Data-Driven False Data Injection Attacks Against Power Grid: A Random Matrix Approach. CoRR abs/2002.02519 (2020) - [i49]Abla Kammoun, Mohamed-Slim Alouini:
On the Precise Error Analysis of Support Vector Machines. CoRR abs/2003.12972 (2020) - [i48]Lama B. Niyazi, Abla Kammoun, Hayssam Dahrouj, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Asymptotic Analysis of an Ensemble of Randomly Projected Linear Discriminants. CoRR abs/2004.08217 (2020) - [i47]Qurrat-Ul-Ain Nadeem, Hibatallah Alwazani, Abla Kammoun, Anas Chaaban, Mérouane Debbah, Mohamed-Slim Alouini:
Intelligent Reflecting Surface Assisted Multi-User MISO Communication: Channel Estimation and Beamforming Design. CoRR abs/2005.01301 (2020) - [i46]Xuewen Qian, Marco Di Renzo, Jiang Liu, Abla Kammoun, Mohamed-Slim Alouini:
Beamforming Through Reconfigurable Intelligent Surfaces in Single-User MIMO Systems: SNR Distribution and Scaling Laws in the Presence of Channel Fading and Phase Noise. CoRR abs/2005.07472 (2020) - [i45]Emna Zedini, Abla Kammoun, Mohamed-Slim Alouini:
Performance of Multibeam Very High Throughput Satellite Systems Based on FSO Feeder Links with HPA Nonlinearity. CoRR abs/2005.14218 (2020) - [i44]Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings. CoRR abs/2006.06355 (2020) - [i43]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
High-Dimensional Quadratic Discriminant Analysis under Spiked Covariance Model. CoRR abs/2006.14325 (2020) - [i42]Emna Zedini, Abla Kammoun, Hamza Soury, Mounir Hamdi, Mohamed-Slim Alouini:
Performance Analysis of Dual-Hop Underwater Wireless Optical Communication Systems over Mixture Exponential-Generalized Gamma Turbulence Channels. CoRR abs/2007.03461 (2020) - [i41]Ayed M. Alrashdi, Abla Kammoun, Ali H. Muqaibel, Tareq Y. Al-Naffouri:
Optimum M-PAM Transmission for Massive MIMO Systems with Channel Uncertainty. CoRR abs/2008.06993 (2020) - [i40]Ayed M. Alrashdi, Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Precise Error Analysis of the LASSO under Correlated Designs. CoRR abs/2008.13033 (2020)
2010 – 2019
- 2019
- [j44]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mohamed-Slim Alouini:
Elevation Beamforming With Full Dimension MIMO Architectures in 5G Systems: A Tutorial. IEEE Commun. Surv. Tutorials 21(4): 3238-3273 (2019) - [j43]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
LMMSE Receivers in Uplink Massive MIMO Systems With Correlated Rician Fading. IEEE Trans. Commun. 67(1): 230-243 (2019) - [j42]Luca Sanguinetti, Abla Kammoun, Mérouane Debbah:
Theoretical Performance Limits of Massive MIMO With Uncorrelated Rician Fading Channels. IEEE Trans. Commun. 67(3): 1939-1955 (2019) - [j41]Emna Zedini, Hassan Makine Oubei, Abla Kammoun, Mounir Hamdi, Boon S. Ooi, Mohamed-Slim Alouini:
Unified Statistical Channel Model for Turbulence-Induced Fading in Underwater Wireless Optical Communication Systems. IEEE Trans. Commun. 67(4): 2893-2907 (2019) - [j40]Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini:
Asymptotic Analysis of RZF in Large-Scale MU-MIMO Systems Over Rician Channels. IEEE Trans. Inf. Theory 65(11): 7268-7286 (2019) - [j39]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Asymptotic Analysis of RZF Over Double Scattering Channels With MMSE Estimation. IEEE Trans. Wirel. Commun. 18(5): 2509-2526 (2019) - [c53]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
Phase transition in the hard-margin support vector machines. CAMSAP 2019: 415-419 - [c52]Khalil Elkhalil, Abla Kammoun, A. Robert Calderbank, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Asymptotic Performance of Linear Discriminant Analysis with Random Projections. ICASSP 2019: 3472-3476 - [c51]Luca Sanguinetti, Emil Björnson, Abla Kammoun:
Large-System Analysis of Massive MIMO with Optimal M-MMSE Processing. SPAWC 2019: 1-5 - [c50]Abla Kammoun, Jiusi Zhou, Boon S. Ooi, Mohamed-Slim Alouini:
Impact of Wavelength on the Path-loss of Turbid Underwater Communication Systems. WCNC 2019: 1-7 - [i39]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Anas Chaaban, Mérouane Debbah, Mohamed-Slim Alouini:
Asymptotic Analysis of Large Intelligent Surface Assisted MIMO Communication. CoRR abs/1903.08127 (2019) - [i38]Luca Sanguinetti, Emil Björnson, Abla Kammoun:
Large-System Analysis of Massive MIMO with Optimal M-MMSE Processing. CoRR abs/1903.09783 (2019) - [i37]Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. CoRR abs/1904.09212 (2019) - [i36]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Asymptotic Analysis of RZF over Double Scattering Channels with MMSE Estimation. CoRR abs/1904.12197 (2019) - [i35]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Anas Chaaban, Mérouane Debbah, Mohamed-Slim Alouini:
Intelligent Reflecting Surface Assisted Wireless Communication: Modeling and Channel Estimation. CoRR abs/1906.02360 (2019) - [i34]Zeyu Deng, Abla Kammoun, Christos Thrampoulidis:
A Model of Double Descent for High-dimensional Binary Linear Classification. CoRR abs/1911.05822 (2019) - 2018
- [j38]Mohamed-Slim Alouini, Nadhir Ben Rached, Abla Kammoun, Raúl Tempone:
On the efficient simulation of the left-tail of the sum of correlated log-normal variates. Monte Carlo Methods Appl. 24(1): 101-115 (2018) - [j37]Nadhir Ben Rached, Fatma Benkhelifa, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
On the generalization of the hazard rate twisting-based simulation approach. Stat. Comput. 28(1): 61-75 (2018) - [j36]Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini:
Optimal Design of the Adaptive Normalized Matched Filter Detector Using Regularized Tyler Estimators. IEEE Trans. Aerosp. Electron. Syst. 54(2): 755-769 (2018) - [j35]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Design of 5G Full Dimension Massive MIMO Systems. IEEE Trans. Commun. 66(2): 726-740 (2018) - [j34]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Measurement Selection: A Random Matrix Theory Approach. IEEE Trans. Wirel. Commun. 17(7): 4899-4911 (2018) - [j33]Nadhir Ben Rached, Zdravko I. Botev, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
On the Sum of Order Statistics and Applications to Wireless Communication Systems Performances. IEEE Trans. Wirel. Commun. 17(11): 7801-7813 (2018) - [c49]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
Line-of-Sight and Pilot Contamination Effects on Correlated Multi-Cell Massive MIMO Systems. GLOBECOM 2018: 1-7 - [c48]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Asymptotic Analysis of Regularized Zero-Forcing in Double Scattering Channels. GLOBECOM 2018: 1-7 - [c47]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
Accurate Outage Probability Evaluation of Equal Gain Combining Receivers. GLOBECOM 2018: 1-7 - [c46]Hafiz Tiomoko Ali, Abla Kammoun, Romain Couillet:
Random Matrix Asymptotics of Inner Product Kernel Spectral Clustering. ICASSP 2018: 2441-2445 - [c45]Nadhir Ben Rached, Zdravko I. Botev, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
Importance Sampling Estimator of Outage Probability under Generalized Selection Combining Model. ICASSP 2018: 3909-3913 - [c44]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
On the Uplink of Large-Scale MIMO Systems with Correlated Ricean Fading Channels. ICC 2018: 1-7 - [c43]Xiaoke Yang, Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Regularized Discriminant Analysis: A Large Dimensional Study. ISIT 2018: 536-540 - [c42]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
Improved LDA Classifier Based on Spiked Models. SPAWC 2018: 1-5 - [c41]Hafiz Tiomoko Ali, Abla Kammoun, Romain Couillet:
Random Matrix-Improved Kernels For Large Dimensional Spectral Clustering. SSP 2018: 453-457 - [c40]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Elevation beamforming in a multi-cell full dimension massive MIMO system. WCNC 2018: 1-6 - [c39]Houssem Sifaou, Abla Kammoun, Ki-Hong Park, Mohamed-Slim Alouini:
Robust precoding design for indoor MU-MISO visible light communication. WCNC 2018: 1-6 - [i33]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mohamed-Slim Alouini:
Elevation Beamforming with Full Dimension MIMO Architectures in 5G Systems: A Tutorial. CoRR abs/1805.00225 (2018) - [i32]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
LMMSE Receivers in Uplink Massive MIMO Systems with Correlated Rician Fading. CoRR abs/1809.01872 (2018) - [i31]Emna Zedini, Hassan Makine Oubei, Abla Kammoun, Mounir Hamdi, Boon S. Ooi, Mohamed-Slim Alouini:
Unified Statistical Channel Model for Turbulence-Induced Fading in Underwater Wireless Optical Communication Systems. CoRR abs/1810.06314 (2018) - [i30]Luca Sanguinetti, Abla Kammoun, Mérouane Debbah:
Theoretical Performance Limits of Massive MIMO with Uncorrelated Rician Fading Channels. CoRR abs/1811.11695 (2018) - [i29]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
Line-of-Sight and Pilot Contamination Effects on Correlated Multi-cell Massive MIMO Systems. CoRR abs/1812.06683 (2018) - 2017
- [j32]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Performance Analysis of Compact FD-MIMO Antenna Arrays in a Correlated Environment. IEEE Access 5: 4163-4178 (2017) - [j31]Houssem Sifaou, Abla Kammoun, Ki-Hong Park, Mohamed-Slim Alouini:
Robust Transceivers Design for Multi-Stream Multi-User MIMO Visible Light Communication. IEEE Access 5: 26387-26399 (2017) - [j30]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
Coordinated SLNR Based Precoding in Large-Scale Heterogeneous Networks. IEEE J. Sel. Top. Signal Process. 11(3): 534-548 (2017) - [j29]Abla Kammoun, Mohamed-Slim Alouini:
The random matrix regime of Maronna's estimator for observations corrupted by elliptical noise. J. Multivar. Anal. 162: 51-70 (2017) - [j28]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators. Signal Process. 135: 1-8 (2017) - [j27]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Numerically Stable Evaluation of Moments of Random Gram Matrices With Applications. IEEE Signal Process. Lett. 24(9): 1353-1357 (2017) - [j26]Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
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. 65(4): 1839-1848 (2017) - [j25]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
On the Efficient Simulation of Outage Probability in a Log-Normal Fading Environment. IEEE Trans. Commun. 65(6): 2583-2593 (2017) - [j24]Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini:
Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low-Complexity Transceivers. IEEE Trans. Signal Process. 65(7): 1841-1854 (2017) - [j23]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
A Unified Moment-Based Approach for the Evaluation of the Outage Probability With Noise and Interference. IEEE Trans. Wirel. Commun. 16(2): 1012-1023 (2017) - [c38]Emna Zedini, Hassan Makine Oubei, Abla Kammoun, Mounir Hamdi, Boon S. Ooi, Mohamed-Slim Alouini:
A New Simple Model for Underwater Wireless Optical Channels in the Presence of Air Bubbles. GLOBECOM 2017: 1-6 - [c37]Luca Sanguinetti, Abla Kammoun, Mérouane Debbah:
Asymptotic analysis of multicell massive MIMO over Rician fading channels. ICASSP 2017: 3539-3543 - [c36]Ismail Ben Atitallah, Christos Thrampoulidis, Abla Kammoun, Tareq Y. Al-Naffouri, Babak Hassibi, Mohamed-Slim Alouini:
BER analysis of regularized least squares for BPSK recovery. ICASSP 2017: 4262-4266 - [c35]Houssem Sifaou, Ki-Hong Park, Abla Kammoun, Mohamed-Slim Alouini:
Optimal linear precoding for indoor visible light communication system. ICC 2017: 1-5 - [c34]Ismail Ben Atitallah, Christos Thrampoulidis, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini, Babak Hassibi:
The BOX-LASSO with application to GSSK modulation in massive MIMO systems. ISIT 2017: 1082-1086 - [c33]Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Asymptotic performance of regularized quadratic discriminant analysis based classifiers. MLSP 2017: 1-6 - [i28]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Numerically Stable Evaluation of Moments of Random Gram Matrices with Applications. CoRR abs/1701.02013 (2017) - 2016
- [j22]Axel Müller, Abla Kammoun, Emil Björnson, Mérouane Debbah:
Linear precoding based on polynomial expansion: reducing complexity in massive MIMO. EURASIP J. Wirel. Commun. Netw. 2016: 63 (2016) - [j21]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
Unified Importance Sampling Schemes for Efficient Simulation of Outage Capacity Over Generalized Fading Channels. IEEE J. Sel. Top. Signal Process. 10(2): 376-388 (2016) - [j20]Romain Couillet, Abla Kammoun, Frédéric Pascal:
Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals. J. Multivar. Anal. 143: 249-274 (2016) - [j19]Mohamed Suliman, Tarig Ballal, Abla Kammoun, Tareq Y. Al-Naffouri:
Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory. IEEE Signal Process. Lett. 23(12): 1727-1731 (2016) - [j18]Khalil Elkhalil, Mohammed E. Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami:
On the Feedback Reduction of Multiuser Relay Networks Using Compressive Sensing. IEEE Trans. Commun. 64(4): 1437-1450 (2016) - [j17]Frédéric Pascal, Abla Kammoun:
Théorie des matrices aléatoires robustes et applications à la détection radar. Traitement du Signal 33(2-3): 321-349 (2016) - [j16]Abla Kammoun, Mohamed-Slim Alouini:
No Eigenvalues Outside the Limiting Support of Generally Correlated Gaussian Matrices. IEEE Trans. Inf. Theory 62(7): 4312-4326 (2016) - [j15]Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini:
Convergence and Fluctuations of Regularized Tyler Estimators. IEEE Trans. Signal Process. 64(4): 1048-1060 (2016) - [j14]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications. IEEE Trans. Signal Process. 64(10): 2624-2635 (2016) - [j13]Ismail Ben Atitallah, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Optimal Design of Large Dimensional Adaptive Subspace Detectors. IEEE Trans. Signal Process. 64(19): 4922-4935 (2016) - [j12]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
Precoding Design for Single-RF Massive MIMO Systems: A Large System Analysis. IEEE Wirel. Commun. Lett. 5(6): 592-595 (2016) - [c32]Romain Couillet, Abla Kammoun:
Random matrix improved subspace clustering. ACSSC 2016: 90-94 - [c31]Mohamed Suliman, Tarig Ballal, Abla Kammoun, Tareq Y. Al-Naffouri:
Penalized linear regression for discrete ill-posed problems: A hybrid least-squares and mean-squared error approach. EUSIPCO 2016: 403-407 - [c30]Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels. GlobalSIP 2016: 25-29 - [c29]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
A Blind Antenna Selection Scheme for Single-Cell Uplink Massive MIMO. GLOBECOM Workshops 2016: 1-6 - [c28]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Spatial Correlation Characterization of a Full Dimension Massive MIMO System. GLOBECOM 2016: 1-7 - [c27]Hugo Falconet, Luca Sanguinetti, Abla Kammoun, Mérouane Debbah:
Asymptotic analysis of downlink MISO systems over Rician fading channels. ICASSP 2016: 3926-3930 - [c26]Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini:
Polynomial expansion of the precoder for power minimization in large-scale MIMO systems. ICC 2016: 1-6 - [c25]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Exact closed-form expression for the inverse moments of one-sided correlated Gram matrices. ISIT 2016: 2174-2178 - [c24]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
An exact power series formula of the outage probability with noise and interference over generalized fading channels. PIMRC 2016: 1-5 - [c23]Ikram Boukhedimi, Abla Kammoun, Mohamed-Slim Alouini:
Performance analysis of coordination strategies in two-tier Heterogeneous Networks. SPAWC 2016: 1-6 - [c22]Khalil Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami:
Block compressed sensing for feedback reduction in relay-aided multiuser full duplex networks. SPAWC 2016: 1-6 - [c21]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Spatial correlation characterization of a uniform circular array in 3D MIMO systems. SPAWC 2016: 1-6 - [c20]Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini:
Max-min SINR low complexity transceiver design for single cell massive MIMO. SPAWC 2016: 1-6 - [c19]Ismail Ben Atitallah, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Robust adaptive subspace detection in impulsive noise. SSP 2016: 1-5 - [c18]Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini:
Optimal adaptive normalized matched filter for large antenna arrays. SSP 2016: 1-5 - [i27]Hugo Falconet, Luca Sanguinetti, Abla Kammoun, Mérouane Debbah:
Asymptotic analysis of downlink MIMO systems over Rician fading channels. CoRR abs/1601.07024 (2016) - [i26]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
3D Massive MIMO Systems: Modeling and Performance Analysis. CoRR abs/1604.05908 (2016) - [i25]Luca Sanguinetti, Abla Kammoun, Mérouane Debbah:
Asymptotic Analysis of Multicell Massive MIMO over Rician Fading Channels. CoRR abs/1605.02856 (2016) - [i24]Houssem Sifaou, Abla Kammoun, Mohamed-Slim Alouini:
Precoding design for single-RF massive MIMO systems: A large system analysis. CoRR abs/1605.04524 (2016) - [i23]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Fluctuations of the SNR at the output of the MVDR with Regularized Tyler Estimators. CoRR abs/1605.04534 (2016) - [i22]Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini:
Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low Complexity Transceivers. CoRR abs/1605.07480 (2016) - [i21]Mohamed Suliman, Tarig Ballal, Abla Kammoun, Tareq Y. Al-Naffouri:
Supplementary Appendix for: Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory. CoRR abs/1606.09510 (2016) - [i20]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Design of 5G Full Dimension Massive MIMO Systems. CoRR abs/1612.03993 (2016) - [i19]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Blind Measurement Selection: A Random Matrix Theory Approach. CoRR abs/1612.04646 (2016) - 2015
- [j11]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
An Improved Hazard Rate Twisting Approach for the Statistic of the Sum of Subexponential Variates. IEEE Commun. Lett. 19(1): 14-17 (2015) - [j10]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
A Generalized Spatial Correlation Model for 3D MIMO Channels Based on the Fourier Coefficients of Power Spectrums. IEEE Trans. Signal Process. 63(14): 3671-3686 (2015) - [j9]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
3D Massive MIMO Systems: Modeling and Performance Analysis. IEEE Trans. Wirel. Commun. 14(12): 6926-6939 (2015) - [c17]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
An Efficient Simulation Scheme of the Outage Probability with Co-Channel Interference. GLOBECOM 2015: 1-5 - [c16]Abla Kammoun, Romain Couillet, Frédéric Pascal:
Second order statistics of bilinear forms of robust scatter estimators. ICASSP 2015: 3412-3416 - [c15]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
A unified simulation approach for the fast outage capacity evaluation over generalized fading channels. ISIT 2015: 346-350 - [c14]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
On the mutual information of 3D massive MIMO systems: An asymptotic approach. ISIT 2015: 2588-2592 - [c13]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
Spatial correlation in 3D MIMO channels using fourier coefficients of power spectrums. WCNC 2015: 165-170 - [i18]Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini:
Optimal Design of the Adaptive Normalized Matched Filter Detector. CoRR abs/1501.06027 (2015) - [i17]Abla Kammoun, Romain Couillet, Frédéric Pascal, Mohamed-Slim Alouini:
Convergence and Fluctuations of Regularized Tyler Estimators. CoRR abs/1504.01252 (2015) - [i16]Qurrat-Ul-Ain Nadeem, Abla Kammoun, Mérouane Debbah, Mohamed-Slim Alouini:
A Generalized Spatial Correlation Model for 3D MIMO Channels based on the Fourier Coefficients of Power Spectrums. CoRR abs/1504.05455 (2015) - [i15]Khalil M. Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami:
On the Feedback Reduction of Relay Aided Multiuser Networks using Compressive Sensing. CoRR abs/1505.00582 (2015) - [i14]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Analytical Derivation of the Inverse Moments of One-sided Correlated Gram Matrices with Applications. CoRR abs/1507.00629 (2015) - 2014
- [j8]Abla Kammoun, Hajer Khanfir, Zwi Altman, Mérouane Debbah, Mohamed Kamoun:
Preliminary Results on 3D Channel Modeling: From Theory to Standardization. IEEE J. Sel. Areas Commun. 32(6): 1219-1229 (2014) - [j7]Abla Kammoun, Axel Müller, Emil Björnson, Mérouane Debbah:
Linear Precoding Based on Polynomial Expansion: Large-Scale Multi-Cell MIMO Systems. IEEE J. Sel. Top. Signal Process. 8(5): 861-875 (2014) - [c12]Abla Kammoun, Axel Müller, Emil Björnson, Mérouane Debbah:
Low-complexity linear precoding for multi-cell massive MIMO systems. EUSIPCO 2014: 2150-2154 - [c11]Romain Couillet, Abla Kammoun:
Robust G-MUSIC. EUSIPCO 2014: 2155-2159 - [c10]Houssem Sifaou, Abla Kammoun, Luca Sanguinetti, Mérouane Debbah, Mohamed-Slim Alouini:
Power efficient low complexity precoding for massive MIMO systems. GlobalSIP 2014: 647-651 - [c9]Axel Müller, Abla Kammoun, Emil Björnson, Mérouane Debbah:
Efficient linear precoding for massive MIMO systems using truncated polynomial expansion. SAM 2014: 273-276 - [i13]Nadhir Ben Rached, Fatma Benkhelifa, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
A Fast Simulation Method for the Sum of Subexponential Distributions. CoRR abs/1406.4689 (2014) - [i12]Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone:
An Improved Hazard Rate Twisting Approach for the Statistic of the Sum of Subexponential Variates (Extended Version). CoRR abs/1411.4281 (2014) - [i11]Abla Kammoun, Mohamed-Slim Alouini:
On the Smallest Eigenvalue of General correlated Gaussian Matrices. CoRR abs/1412.8340 (2014) - [i10]Abla Kammoun, Mohamed-Slim Alouini:
The random matrix regime of Maronna's M-estimator for observations corrupted by elliptical noises. CoRR abs/1412.8344 (2014) - 2013
- [j6]Abla Kammoun, Karim Abed-Meraim:
Performance analysis and optimal power allocation for linear receivers based on superimposed training. EURASIP J. Wirel. Commun. Netw. 2013: 227 (2013) - [j5]Abla Kammoun, Romain Couillet, Jamal Najim, Mérouane Debbah:
Performance of Mutual Information Inference Methods Under Unknown Interference. IEEE Trans. Inf. Theory 59(2): 1129-1148 (2013) - [c8]Abla Kammoun, Caroline Lelandais-Perrault, Mérouane Debbah:
SNR efficient approach for the design of Hybrid Filter Bank A/D converters. ICASSP 2013: 2716-2720 - [i9]Abla Kammoun:
Robust blind methods using ℓp quasi norms. CoRR abs/1303.2725 (2013) - [i8]Abla Kammoun, Karim Abed-Meraim:
Performance Analysis and Optimal Power Allocation for Linear Receivers Based on Superimposed Training. CoRR abs/1309.0834 (2013) - [i7]Abla Kammoun, Axel Müller, Emil Björnson, Mérouane Debbah:
Linear Precoding Based on Truncated Polynomial Expansion - Part II: Large-Scale Multi-Cell Systems. CoRR abs/1310.1799 (2013) - [i6]Axel Müller, Abla Kammoun, Emil Björnson, Mérouane Debbah:
Linear Precoding Based on Truncated Polynomial Expansion - Part I: Large-Scale Single-Cell Systems. CoRR abs/1310.1806 (2013) - [i5]Abla Kammoun, Hajer Khanfir, Zwi Altman, Mérouane Debbah, Mohamed Kamoun:
Survey on 3D channel modeling : From theory to standardization. CoRR abs/1312.0288 (2013) - 2012
- [j4]Jianfeng Yao, Abla Kammoun, Jamal Najim:
Eigenvalue Estimation of Parameterized Covariance Matrices of Large Dimensional Data. IEEE Trans. Signal Process. 60(11): 5893-5905 (2012) - [c7]Abla Kammoun, Malika Kharouf, Romain Couillet, Jamal Najim, Mérouane Debbah:
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case. ICASSP 2012: 3173-3176 - [i4]Jianfeng Yao, Abla Kammoun, Jamal Najim:
Estimation of the Covariance Matrix of Large Dimensional Data. CoRR abs/1201.4672 (2012) - 2011
- [j3]Abla Kammoun, Karim Abed-Meraim, Sofiène Affes:
Quasi-Convexity of the Asymptotic Channel MSE in Regularized Semi Blind Estimation. IEEE Trans. Inf. Theory 57(7): 4732-4739 (2011) - [c6]Abla Kammoun, Romain Couillet, Jamal Najim, Mérouane Debbah:
A CLT for Capacity Inference Methods under Colored Interference. GLOBECOM 2011: 1-5
2000 – 2009
- 2009
- [j2]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
BER and outage probability approximations for LMMSE detectors on correlated MIMO channels. IEEE Trans. Inf. Theory 55(10): 4386-4397 (2009) - [j1]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals. IEEE Trans. Inf. Theory 55(11): 5048-5063 (2009) - [c5]Abla Kammoun, Karim Abed-Meraim, Sofiène Affes:
Superimposed or time-multiplexed training: A performance comparison. EUSIPCO 2009: 348-352 - [c4]Abla Kammoun, Karim Abed-Meraim, Sofiène Affes:
An Efficient Regularized Semi-Blind Estimator. ICC 2009: 1-5 - 2008
- [c3]Raouia Nasri, Abla Kammoun, Alex Stephenne, Sofiène Affes:
System-Level Evaluation of a Downlink OFDM Kalman-Based Switched-Beam System with Subcarrier Allocation Strategies. VTC Fall 2008: 1-5 - [i3]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals. CoRR abs/0801.1736 (2008) - [i2]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large Dimensional Signals. CoRR abs/0810.1808 (2008) - [i1]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels. CoRR abs/0810.2924 (2008) - 2006
- [c2]Nicolas Beilleau, Abla Kammoun, Hassan Aboushady:
Systematic design method for LC bandpass Sigma Delta modulators with feedback FIRDACs. ISCAS 2006 - [c1]Abla Kammoun, Nicolas Beilleau, Hassan Aboushady:
Undersampled LC bandpass Sigma Delta modulators with feedback FIRDACs. ISCAS 2006
Coauthor Index
[j72] [j71] [c59] [j70] [j69] [j68] [j67] [c58] [j65] [j64] [j63] [j62] [i56] [i55] [i54] [j61] [j60] [j58] [c57] [i53] [i52] [i51] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j49] [j48] [j47] [j46] [j45] [c55] [c54] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i40] [j44] [j43] [j41] [j40] [j39] [c53] [c52] [c50] [i39] [i37] [i36] [i35] [j38] [j37] [j36] [j35] [j34] [j33] [c49] [c48] [c47] [c45] [c44] [c43] [c42] [c40] [c39] [i33] [i32] [i31] [i29] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [c38] [c36] [c35] [c34] [c33] [i28] [j21] [j16] [j15] [j14] [j13] [j12] [c30] [c29] [c28] [c26] [c25] [c24] [c23] [c21] [c20] [c19] [c18] [i26] [i24] [i23] [i22] [i20] [i19] [j11] [j10] [j9] [c17] [c15] [c14] [c13] [i18] [i17] [i16] [i14] [c10] [i13] [i12] [i11] [i10]
Khalil Elkhalil
aka: Khalil M. Elkhalil
aka: Khalil M. Elkhalil
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