Abla Kammoun

E-Mail: 
abla.kammoun(at)gmail.com
Web Site: 
http://www.laneas.com/abla-kammoun
Biography: 

 

 

Abla Kammoun was born in Sfax, Tunisia. She received the engineering degree in signal and systems from the Tunisia Polytechnic School, La Marsa, and the Master's degree and the Ph.D. degree in digital communications from Telecom Paris Tech [then Ecole Nationale Supérieure des Télécommunications (ENST)]. From June 2010 to April 2012, she has been a Postdoctoral Researcher in the TSI Department, Telecom Paris Tech. Then she has been at Supélec at the Large Networks and Systems Group (LANEAS) until December 2013. Currently, she is  research scientist at KAUST university. Her research interests include performance analysis, random matrix theory, and semi-blind channel estimation.

Publications: 

Contributions to 3GPP Meetings

  1. R1-133719 "Initial results for 3D Channel Model UMa Calibration Case 1" TSG-RAN WG1 #74

  2. R1-133720 "Initial results for 3D Channel Model UMa Calibration Case 3" TSG-RAN WG1 #74

  3. Polarization model for 3D channel  Prepared for TSG-RAN WG1 #74 but by the end not officially submitted. Note that the same  polarization model has been then proposed  at the meeting  TSG-RAN WG1 #75, by NSN(R1-136021), Qualcomm(R1-135312) and Fraunhofer IIS(R1-135708). It has been adopted by the TR 36.873 (R1-136084).

Journals

  1. H. Sifaou, A. Kammoun, K.-H. Park and M.-S. Alouini "Robust Transceivers design for multi-stream multi-user MIMO Visible light communication" Submitted to IEEE Access.

  2. H. Oubei, E. Zedini, R. T. Elafandy, A. Kammoun, M. Abdallah, T. K. Ng, M. Hamdi, M.-S. Alouini and B. S. Ooi "A Simple Statistical Channel Model for Weak Temperature-induced Turbulence in Underwater Wireless Optical Communication Systems" To appear in Optics Express

  3. K. ElKhalil, A. Kammoun, T. Al-Naffouri and M.-S. Alouini " Numerically Stable Evaluation of Moments of Random Gram Matrices with Applications" IEEE signal Processing Letters

  4. A. Kammoun, R. Couillet "Statistical subspace Kernel spectral clustering of Large Dimensional Data" Submitted to Electronic journal of statistics

  5.  N. Ben Rached, A. Kammoun,  M.-S. Alouini and R. Tempone, "On the Efficient Simulation of Outage Probability in a Log-normal Fading Environment" to appear in IEEE Transactions on Communications. 

  6. K. Elkhalil and A. Kammoun and T. Y. Al-Naffouri "Fluctuations of the SNR at the output of the MVDR with Regularized Tyler Estimators". To appear in Signal Processing.

  7. C. Ben Issaid and N, Ben Rached and A. Kammoun and O M.-S. Alouini "On the Efficient Simulation of the Distribution of the Sum of Gamma-Gamma Variates with Application to the Outage Probability Evaluation Over Fading Channels" accepted in IEEE-TWC

  8. M. Suliman and T. Ballal and A. Kammoun and T. Y. Al-Naffouri " Constrained Perturbation Regularization Approach for Signal Estimation Using Random Matrix Theory." IEEE Signal Processing Letters

  9. I. Boukhedimi, A. Kammoun and M.-S. Alouini  "Coordinated SLNR based Precoding in Large-Scale Heterogeneous Networks " submitted to IEEE-JSTSP

  10. Q. Nadeem, A. Kammoun, M. Debbah and M.-S. Alouini " Performance Analysis of  Compact FD-MIMO Antenna Arrays in a Correlated Environment" IEEE Access, vol. 5, 2017 

  11. H. Sifaou, A. Kammoun, L. Sanguinetti, M. Debbah and M.-S. Alouini "Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low Complexity Transceivers" To appear IEEE TSP, 2016

  12. N. Ben Rached, A. Kammoun, M.-S. Alouini and R. Tempone "A Unified Moment-Based Approach for the Evaluation of the Outage Probability with Noise and Interference" To appear in IEEE TWC, 2015

  13. K. El Khalil, A. Kammoun,  T. Y. Al-Naffouri and M. S. Alouini "Analytical Derivation of the Inverse Moments of  One-sided Correlated Gram Matrices with Applications" accepted in IEEE-TSP matlab code

  14. I. Ben Atitallah, A. Kammoun, M. S. Alouini and T. Y. Naffouri "Optimal Design of Subspace Matched Filter Detectors"   To appear in IEEE-TSP

  15. N. Ben rached, A. Kammoun, M. S. Alouini and R. Tempone "Unified Importance Sampling Schemes for the Efficient Simulation of the Outage Capacity over Generalized Fading Channel"   IEEE Journal of Selected Topics in Signal Processing, Vol. 10, No. 2, March 2016

  16. A. Kammoun, R. Couillet, F. Pascal and M. S. Alouini "Convergence and Fluctuations of Regularized-Tyler estimators"  IEEE Transactions on Signal Processing, Vol. 64, No. 4, February 15, 2016

  17. K. M. Elkhalil, M. E. Eltayeb, A. Kammoun, T. Y. Naffouri and H. Reza Bahrami "On the feedback Reduction of Relay Aided Multiuser Networks using Compressive Sensing", accepted in IEEE Transactions on Communications.

  18. A. Kammoun, R. Couillet, F. Pascal and M. S. Alouini "Optimal Design of the Adaptive Normalized Matched Filter Detector" To appear in IEEE transactions on aerospace and Electronic systems.

  19. A. Kammoun, M. S. Alouini "No Eigenvalues Outside the Limiting Support of Generally Correlated Gaussian Matrices" accepted in IEEE Transactions on Information Theory,

  20. A. Kammoun, M.S Alouini "The Random Matrix Regime of Maronna's M-Estimator For Observations corrupted by Elliptical Noises"  accepted in  JMVA

  21. Q. Nadeem, A. Kammoun, M. Debbah, S. Alouini " On the Mutual Information of Maximum Entropy Channels in Massive MIMO Systems"  accepted in IEEE-TWC

  22. Q. Nadeem, A. Kammoun, M. Debbah, S. Alouini, "A Generalized Spatial Correlation Model for 3D MIMO Channels based on the Fourier Coefficients of Power Spectrums, IEEE Transactions on Signal processing, vol. 63, no 14, 2015

  23. R. Couillet, A. Kammoun and F. Pascal, "Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals "  accepted in Journal of Multivariate Analysis

  24. N. Ben Rached, A. Kammoun, M. S. Alouini and R. Tempone "An Improved Hazard Rate Twisting Approach for the Statistic of the Sum of Subexponential Variates (Extended Version)" IEEE Communication Letters,vol. 19, no.1, 2015

  25. N. Ben Rached, F. BenKhlifa, A. Kammoun, M. S. Alouini, R. Tempone, " A Fast Simulation Method for the Sum of Subexponential Distributions" submitted to IEEE Transactions on Communications

  26. A. Kammoun and H. Khanfir  and Z. Altman and M. Debbah and M. Kamoun "Preliminary results on 3D channel modeling : From theory to standardization"  IEEE jsac special issue on 5g wireless communication systems, vol. 32, no. 6, 2014

  27. A. Kammoun and A. Mûller and E. Bjôrnson and M. Debbah " Linear Precoding Based on Polynomial Expansion: Large-Scale Multi-Cell MIMO Systems" IEEE Journal of Selected Topics in Signal Processing, vol. 8, no 5, Oct. 2014

  28. A. Müller and A. Kammoun and E. Björnson and M. Debbah "Linear Precoding Based on Polynomial Expansion: Reducing Complexity in Massive MIMO " submitted to EURASIP

  29. A. Kammoun and K. Abed Meraim Performance of linear receivers based on superimposed training" EURASIP Journal on Wireless Communications and Networking September, 2013

  30. A. Kammoun R. Couillet J. Najim and M. Debbah Performance of mutual information Inference methods under unknown interference" IEEE Transactions on Information theory, vol. 59 no 2, 2012

  31. J. Yao A. Kammoun J. Najim Eigenvalue estimation of Parameterized Covariance Matrices of Large Dimensional Data IEEE Transactions on Signal processing vol. 60 no. 11, 2012

  32. A. Kammoun, K. Abed-Meraim et S. Affès. Quasi Convexity of the Asymptotic Channel MSE in Regularized Semi-blind Channel Estimation" IEEE Transactions on Information Theory Vol. 57, no. 7, pp.4732-4739, Juin 2011.

  33. A. Kammoun, M. Kharouf, W. Hachem et J. Najim, A Central Limit Theorem for the SINR at the LMMSE estimator output for large dimensional signals , IEEE Transactions on Information Theory Vol. 55, no. 11, pp. 5048-5063, nov. 2009.

  34. A. Kammoun, M. Kharouf, W. Hachem et J. Najim, BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels IEEE Transactions on Information Theory Vol. 55, no. 10, oct. 2009.

 

Conferences

International

  1. I. Ben Atitallah, C. Thrampoulidis, A. Kammoun, T.-Y. AlNaffouri, B. Hassibi and M.-S. Alouini "BER analysis of regularized least squares for BPSK recovery." ICASSP 2017

  2. I. Ben Atitallah, C. Thrampoulidis, A. Kammoun, T-Y. AlNaffouri, M-S. Alouini and B. Hassibi "The BOX-LASSO with application to GSSK modulation in massive MIMO systems " ISIT 2017  

  3. H. Sifaou, K.-H. Park, A. Kammoun  and M.-S. Alouini "Optimal linear precoding for indoor visible light communication system " ICC 2017

  4. K. ELkhalil, A. Kammoun, R. Couillet  T. Al-Naffouri and M.-S. Alouini " Asymptotic Performance of Regularized Quadratic Discriminant Analysis Based Classifiers" MLSP 2017

  5. L. Sanguinetti, A. Kammoun and M. Debbah "Asymptotic Analysis of Multi-cell Massive MIMO Over Rician Fading Channels" accepted in ICASSP 2017

  6. M. Suliman, T. Ballal, A. Kammoun and T. Al-Naffouri " Penalized Linear Regression for Discrete Ill-posed Problems: A Hybrid Least-squares and Mean-squared-error Approach" accepted in EUSIPCO 2016

  7. I. Ben Atitallah, A. Kammoun, M.-S. Alouini and T. Al-Naffouri " Robust Adaptive Subspace Detection in Impulsive Noise" accepted in SSP 2016

  8. A. Kammoun, R. Couillet, F. Pascal and M.-S. Alouini "Optimal Adaptive Normalized Matched Filter for Large Antenna Arrays " accepted in SSP 2016

  9. N. Ben Rached, A. Kammoun, M.-S. Alouini and R. Tempone "An Exact Power Series Formula of the Outage Probability with Noise and Interference Over Generalized Fading Channels " accepted in PIMRC 2016

  10. Q. Nadeem, A. Kammoun, M. Debbah and M.-S Alouini " Spatial Correlation Characterization of a Uniform Circular Array in 3D MIMO Systems" accepted in SPAWC 2016

  11. K. Elkhalil, A. Kammoun,   T. Al-Naffouri and M.-S Alouini "Exact Closed-Form Expression for the Inverse Moments of One-sided Correlated Gram Matrices" accepted in ISIT 2016

  12. K. Elkhalil, M. E. Eltayeb, A. Kammoun, T. Al-Naffouri and H. R.  Bahrami " Block Compressed Sensing For Feedback Reduction in Relay-Aided Multiuser Full Duplex Networks" accepted in SPAWC 2016.

  13. I. Boukhedimi, A. Kammoun, M.-S Alouini "Performance Analysis of Coordination Strategies in Two-Tier Heterogeneous Networks "  accepted in SPAWC 2016

  14. H. Sifaou, A. Kammoun, L. Sanguinetti, M. Debbah and M.-S Alouini "Max-Min SINR Low Complexity Transceiver Design for Single Cell Massive MIMO" accepted in SPAWC 2016

  15. H. Sifaou, A. Kammoun, L. Sanguinetti, M. Debbah and M.-S. Alouini "Polynomial Expansion of the Power Minimization Precoder in Large-Scale MIMO Systems" accepted in ICC 2016

  16. H. Falconet, L. Sanguinetti, A. Kammoun and M. Debbah "Asymptotic Analysis of Downlink MISO Systems over Rician Fading Channels" accepted in ICASSP 2016

  17. N. Ben Rached, A. Kammoun, M. S. Alouini and R. Tempone "Efficient Simulation  Schemes of the Outage Probability with Co-Channel Interference"  Globecom 2015,

  18. Q. Nadeem, A. Kammoun, M. Debbah and M. S. Alouini " On The Mutual Information of 3D Massive MIMO Systems: an Asymptotic Approach"  ISIT 2015

  19. N. Ben rached, A. Kammoun, M. S. Alouini and R. Tempone " A Unified Simulation Approach for the Fast Outage Capacity Evaluation over Generalized Fading Channels"  ISIT 2015

  20. Q. Nadeem, A. Kammoun, M. Debbah and M. S. Alouini "Spatial Correlation in 3D MIMO channels using Fourier Coefficients of Power Spectrums"  WCNC 2015

  21.  A. Kammoun and R. Couillet and F. Pascal. "Second Order Statistics of Bilinear Forms  Of Robust Scatter Estimators"  ICASSP 2015

  22. H. Sifaou, A. Kammoun, L. Sanguinetti, M. Debbah, M. S. Alouini "Power Efficient Low Complexity Precoding for Massive MIMO Systems ", Global SIP (Invited Paper) 2014

  23. R. Couillet and A. Kammoun, "Robust G-MUSIC ", EUSIPCO 2014.

  24. A. Müeller,  A. Kammoun,  E. Björnson and M. Debbah, "Efficient Linear Precoding for Massive MIMO Systems Using Truncated Polynomial Expansion" SAM 2014 (Invited paper) Second prize best paper award

  25. A. Kammoun,  A. Müeller, E. Björnson and M. Debbah, " Low Complexity Linear Precoding for Multi-Cell Massive MIMO Systems" EUSIPCO, 2014,

  26. D. Passemier A. Kammoun and M. Debbah Detection and Estimation of Spikes in a noisy environment Invited Paper EW 2014,

  27. A. Kammoun C. Lelandais Perrault and M. Debbah SNR efficient Approach for the design of Hybrid Filter Bank A/D Converters ICASSP 2013,

  28. A. Kammoun, M. Kharouf, R. Couillet, J. Najim et M. Debbah, On the Fluctuations of the SINR at the Output of the Wiener Filter for Non Centered Channels : The Non Gaussian Case " ICASSP, March 2012

  29. A. Kammoun, R. Couillet, J. Najim et M. Debbah, "A CLT for Capacity Inference Methods Under Colored Interference", Globecom 2011

  30. M. Thameri, A. Kammoun, K. Abed-Meraim et A. Belouchrani, "Fast Principal Component Analysis and Data Whitening Algorithms", WOSSPA, 2011.

  31. J. Hoydis, A. Kammoun, J. Najim, M. Debbah "Outage Performance of Cooperative Small Cell Systems Under Rician Fading Channels", SPAWC, 2011.

  32. A. Kammoun, M. Kharouf, W. Hachem et J. Najim, A. El Kharroubi "On the Fluctuations of the Mutual Information for Non-centered MIMO Channels : The non-gaussian case" SPAWC, Marrakech, June 2010

  33. A. Kammoun, K. Abed-Meraim et S. Affès "Blind Nonzero Delay MMSE Equalizer for SIMO FIR Systems", SPAWC, Marrakech (Morocco), June 2010.

  34. A. Kammoun, K. Abed-Meraim et S. Affès, "Robustness of Blind Subspace Techniques using lp Quasi-norms" SPAWC, Marrakech (Morocco), June 2010

  35. A. Kammoun, K. Abed-Meraim et S. Affès, "An Efficient Regularized Semi-Blind estimator", ICC, Dresden (Germany), June 2009.

  36. A. Kammoun, K. Abed-Meraim et S. Affès, "Regularized Semi-Blind estimator over MIMO-OFDM Systems", ISSPIT, Ajman (UAE), December 2009.

  37. A. Kammoun, K. Abed-Meraim et S. Affès "Superimposed or Time-Multiplexed Training : A Performance Comparison" EUSIPCO, Glasgow(Scotland), August 2009.

  38. A. Kammoun, M. Kharouf, W. Hachem et J. Najim, "Fluctuations of the SNR at the Wiener Filter Output for Large Dimensional Signals", SPAWC, Recife(Brazil), July 2008

  39. A. Kammoun, M. Kharouf, W. Hachem et J. Najim, "Outage Probability Approximation for the Wiener Filter SINR in MIMO Systems", SPAWC, Recife(Brazil), July 2008.

  40. R. Nasri, A. Kammoun, A. Stéphenne et S. Affès, "System-Level Evaluation of a Downlink OFDM Kalman-Based Switched-Beam System with Subcarrier Allocation Strategies", IEEE 68th Vehicular Technology Conference, September 2008.

  41. R. Nasri, A. Kammoun, A. Stéphenne et S. Affès, "System-Level Evaluation of a Downlink OFDM Switched-Beam System with Kalman-Based Joint Channel Estimation and Beam Selection", Proc of 24th Queen's Biennial Symposium on Communications, June 2008

  42. A. Kammoun, K. Abed-Meraim et S. Affès, "Performance of Linear Rreceivers Based on Superimposed Training" SPAWC, Helsinki (Finlande) June 2007.

  43. N. Beilleau, A.Kammoun et H.Aboushady, "Systematic Design Method for LC Bandpass Sigma Delta Modulators with Feedback FIRDACs", IEEE International Symposium on Circuits and Systems, May 2006.

  44. A. Kammoun, N.Beilleau et H. Aboushady, "Undersampled LC Bandpass Modulators with Feedback FIRDACs", IEEE International Symposium on Circuits and Systems, May 2006

National

  1. A. Kammoun, R. Couillet, J. Najim et M. Debbah "G-estimation pour l'ajustement de débit dans les réseaux cognitifs", Gretsi 2011

Curriculum Vitae: