Publications
"Kernel spectral clustering of large dimensional data",
arXiv preprint arXiv:1510.03547, Submitted.
"Spectral analysis of the Gram matrix of mixture models",
arXiv preprint arXiv:1510.03463, Submitted.
"Convergence and Fluctuations of Regularized Tyler Estimators",
IEEE Transactions on Signal Processing, vol. 64, issue 4, no. 1048 - 1060, 2016.
"Distributed Production-Sharing Optimization and Application to Power Grid Networks",
IEEE Transactions on Signal and Information Processing over Networks, vol. 2, issue 1, pp. 16 - 28, 03/2016.
"Large System Analysis of Base Station Cooperation for Power Minimization",
IEEE Transactions- Wireless Communication, 2016, 2016.
"Performance Analysis of Spectral Community Detection in Realistic Graph Models",
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, 03/2016.
"Random matrix improved community detection in heterogeneous networks",
ASILOMAR 2016, 2016.
"Reducing the Computational Complexity of Multicasting in Large-Scale Antenna Systems",
IEEE Transaction on Wireless Communications, 07/2016.
"Second order statistics of robust estimators of scatter. Application to GLRT detection for elliptical signals",
Elsevier Journal of Multivariate Analysis, vol. 143, pp. 249-274, 2016.
"Base Station Cooperation for Power Minimization in the Downlink: Large System Analysis",
IEEE Global Communications Conference (GLOBECOM), 2015.
"Estimation of Toeplitz covariance matrices in large dimensional regime with application to source detection large",
IEEE Transactions on Signal Processing, vol. 63, no. 18, pp. 4903-4913, 2015.
"Interference-Aware RZF Precoding for Multi-Cell Downlink Systems",
IEEE Transactions on Signal Processing, vol. 63, issue 15, pp. 3959-3973, 08/2015.
"Large dimensional analysis of Maronna’s M-estimator with outliers",
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'15), Brisbane, Australia, 2015.
"Large dimensional analysis of robust M-estimators of covariance with outliers",
IEEE Transactions on Signal Processing, vol. 63, no. 21, pp. 5784-5797, 2015.
"Minimum Variance Portfolio Optimization in the Spiked Covariance Model",
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.
"On the Necessity of Binning for the Distributed HT Problem",
IEEE International Symposium on Information Theory, Hong-Kong, 2015.
"Optimal design of the adaptive normalized matched filter detector",
arXiv preprint arXiv:1501.06027, 2015.
"The Random Matrix Regime of Maronna's M-estimator with elliptically distributed samples",
Journal of Multivariate Analysis, vol. 139, pp. 56-78, 2015.
"RMT for Whitening Space Correlation and Applications to Radar Detection",
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.
"Robust spiked random matrices and a robust G-MUSIC estimator",
Journal of Multivariate Analysis, vol. 140, pp. 139-161, 2015.
"A Robust Statistics Approach to Minimum Variance Portfolio Optimization",
IEEE Transactions on Signal Processing, vol. 63, no. 24, 2015.
"Second order statistics of bilinear forms of robust scatter estimators",
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015.
"The Second-Order Coding Rate of the MIMO Rayleigh Block-Fading Channel",
IEEE Transactions on Information Theory, vol. 61, 2015.
"Understanding Big Data Spectral Clustering",
2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.
"Analysis of the limiting spectral measure of large random matrices of the separable covariance type",
Random Matrix Theory and Applications, vol. 3, pp. 1-23, 2014.
"Asynchronous Alternating Direction Method of Multipliers Applied to The Direct-Current Optimal Power Flow Problem",
ICASSP, Florence, Italy, 2014.
"On the convergence of Maronna's M-estimators of scatter",
IEEE Signal Processing Letters, vol. 22, issue 6, pp. 709-712, 2014.
"Joint Estimation and Detection Against Independence",
Fifty-second Allerton Conference on Communication, Control, and Computing, Allerton, IL, USA, 2014, 2014.
"Large Dimensional Analysis and Optimization of Robust Shrinkage Covariance Matrix Estimators",
Journal of Multivariate Analysis, vol. 131, pp. 99-120, 2014.
"Minimum variance portfolio optimization with robust shrinkage covariance estimation",
Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2014.
"The outliers among the singular values of large rectangular random matrices with additive fixed rank deformation",
Markov Processes and Related Fields, vol. 20, 2014.
"Robust covariance estimation and linear shrinkage in the large dimensional regime",
EEE International Workshop on Machine Learning for Signal Processing (MLSP'14), Reims, France, 2014.
"Robust Estimates of Covariance Matrices in the Large Dimensional Regime",
IEEE Transactions on Information Theory, vol. 60, issue 11, pp. 7269-7278, 2014.
"Robust G-MUSIC",
European Signal Processing Conference (EUSIPCO'14),, Lisbon, Portugal, 2014.
"Analysis and Management of Heterogeneous User Mobility in Large-scale Downlink Systems",
Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2013.
"Fluctuations of an Improved Population Eigenvalue Estimator in Sample Covariance Matrix Models",
IEEE Transactions on Information Theory, vol. 59, issue 2, pp. 1149-1163, 02/2013.
"Fluctuations of spiked random matrix models and failure diagnosis in sensor networks",
IEEE Transactions on Information Theory, vol. 59, issue 1, 2013.
"A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing",
ICASSP, 2013.
"Large System Analysis of Linear Precoding in MISO Broadcast Channels with Confidential Messages",
IEEE Journal on Selected Areas in Communications - “Signal Processing Techniques for Wireless Physical Layer Security", vol. 31 , issue 9, pp. 1660 - 1671, 09/2013.
"Performance of mutual information inference methods under unknown interference",
IEEE Transactions on Information Theory, vol. 59, issue 2, pp. 1129-1148, 02/2013.
"Secrecy Sum-Rates with Regularized Channel Inversion Precoding Under Imperfect CSI at the Transmitter",
ICASSP, Vancouver, Canada, 2013.
"Signal Processing in Large Systems: a New Paradigm",
IEEE Signal Processing Magazine, vol. 30, no. 1, pp. 24-39, 2013.
"Statistical Inference in Large Antenna Arrays under Unknown Noise Pattern",
IEEE Transactions on Signal Processing, vol. 61, issue 22, 2013.
"Analysis of Multicell Cooperation with Random User Locations Via Deterministic Equivalents",
Eighth Workshop on Spatial Stochastic Models for Wireless Networks (SPASWIN). Held in conjunction with WiOpt 2012., Paderborn, Germany, 05/2012.
"Concurrent data transmissions in green wireless networks: when best send one’s packets",
International Symposium on Wireless Communication Systems, Paris, France, 2012.
"Electrical Vehicles in the Smart Grid: A Mean Field Game Analysis",
IEEE Journal on Selected Areas in Communications: Smart Grid Communications Series, vol. 30, no. 7, 07/2012.
"On The Fluctuations of The SINR at the Wiener Filter Output for Non Centered Channels: The non Gaussian Case",
ICASSP, Kyoto, Japan, 2012.
"Large System Analysis of Linear Precoding in Correlated MISO Broadcast Channels under Limited Feedback",
IEEE Transactions on Information Theory, vol. 58, issue 7, pp. 4509 - 4537, 07/2012.
"A mean field game analysis of electric vehicles in the smart grid",
IEEE INFOCOM, Orlando, FL, USA, 03/2012.
"Optimal 3D Cell Planning: A Random Matrix Approach",
IEEE Global Communications Conference (GLOBECOM'12), Anaheim, California, USA, 2012.
"Random Beamforming over Quasi-Static and Fading Channels: A Deterministic Equivalent Approach",
IEEE Transactions on Information Theory, vol. 58, issue 10, pp. 6392 - 6425, 10/2012.
"A Random Matrix Approach to the Finite Blocklength Regime of MIMO Fading Channels",
IEEE International Symposium on Information Theory (ISIT), Cambridge, MA, US, 2012.
"Random Matrix Theory Rate Learning for Cognitive Small Cells",
Wireless World Research Forum Meeting (WWRF) 29, Berlin, Germany, 2012.
"Asymptotic Analysis of Double-Scattering Channels",
Asilomar 2011, Pacific Grove, California, USA, 2011.
"A CLT for capacity inference methods undercolored interference",
IEEE GLOBECOM, Houston, Texas, 2011.
"CLT for Eigen-Inference Methods in Cognitive Radios",
ICASSP, Prague, Czech Rebuplic, 2011.
"De la radio logicielle `a la radio intelligente",
De la radio logicielle `a la radio intelligente: Lavoisier-Herms, 2011.
"A Deterministic Equivalent for the Analysis of Correlated MIMO Multiple Access Channels",
IEEE Transactions on Information Theory, vol. 57, no. 6, pp. 3493-3514, 2011.
"Deterministic Equivalent for the SINR of Regularized Zero-forcing Precoding in Correlated MISO Broadcast Channels with Imperfect CSIT",
IEEE International Conference on Communications (ICC), Kyoto, Japan, 2011.
"Deterministic Equivalents for the Performance Analysis of Isometric Random Precoded Systems",
IEEE International Conference on Communications (ICC), Kyoto, Japan, 2011.
"Eigen-Inference for Energy Estimation of Multiple Sources",
IEEE Transactions on Information Theory, vol. 57, issue 4, pp. 2420-2439, April 2011.
"G-estimation pour l’ajustement de d´ebit dans les r´eseaux cognitifs",
GRETSI, Bordeaux, France, 2011.
"Random Matrices",
Mathematical Foundations for Signal Processing, Communications and Networking: Auerbach Publications, CRC Press, Taylor and Francis Group, 11/2011.
Random Matrix Theory Methods for Wireless Communications,
: Cambridge University Press, 10/2011.
Réseaux à petites cellules économes en énergie,
, http://www.techniques-ingenieur.fr/base-documentaire/technologies-de-l-information-th9/innovations-en-reseaux-et-telecommunications-42462210/reseaux-a-petites-cellules-economes-en-energie-in141/?user-activated, Techniques de l'ingenieur, 08/2011.
"Bayesian Foundations of Channel Estimation for Smart Radios",
Advances in Electronics and Telecommunications, vol. 1, no. 1, pp. 41-49, 2010.
"A Bayesian Framework for Collaborative Multi-Source Signal Sensing",
IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5186-5195, 2010.
"Eigen-inference for multi-source power estimation",
IEEE International Sysmposium on Information Theory (ISIT 2010), Austin,Texas, 2010.
"Fluctuations of the Mutual Information in Large Distributed Antenna Systems with Colored Noise",
Allerton Conference, Urbana-Champaing, Illinois, USA, 2010.
"Information theoretic approach to synchronization: the OFDM carrier frequency offset example",
Sixth Advanced International Conference on Telecommunications, Barcelona,Spain, 2010.
"Large System Analysis of Zero-Forcing Precoding in MISO Broadcast Channels with Limited Feedback",
IEEE International Workshop on Signal Processing Advances for Wireless Communications, Marrakech, Morocco, 2010.
"Le téléphone du futur: plus intelligent pour une exploitation optimale des fréquences",
Revue de l'Electricité et de l'Electronique, no. 6, pp. 71-83, 2010.
"Les Réseaux à Petites Cellules Economes en Energie",
Revue de l'Electricité et de l'Electronique, vol. 2010, pp. 51-56, November 2010.
Method and Apparatus for OFDM Spectral Diversity Using Guard Bands,
, no. PCT/EP2009/004836, 01/2010.
"Optimal Training in Large TDD Multi-user Downlink Systems under Zero-forcing and Regularized Zero-forcing Precoding",
IEEE Global Communications Conference (GLOBECOM), Miami, Florida, 2010.
"Orthogonal Frequency Division Multiple Access (OFDMA)",
Orthogonal Frequency Division Multiple Access Fundamentals and Applications: Auerbach Publications, CRC Press, Taylor & Francis, 04/2010.
Process and Apparatus for Performing Initial Carrier Frequency Offset in an OFDM Communication System,
, no. PCT/EP2009/009315, 07/2010.
"Self-Organized Spectrum Sharing in Large MIMO Multiple-Access Channels",
IEEE International Sysmposium on Information Theory (ISIT 2010), Austin,Texas, 2010.
"Asymptotic Analysis of Correlated Multi-Antenna Broadcast Channels",
IEEE Wireless Communications and Networking Conference, Budapest, Hungary, 2009.
"Asymptotic Capacity of Multi-User MIMO Communications",
IEEE Information Theory Workshop, Sicily, Italy, 2009.
"Bayesian Inference for Multiple Antenna Cognitive Receivers",
IEEE Wireless Communications and Networking Conference, Budapest, Hungary, 2009.
"Flexible OFDM schemes for bursty transmissions",
IEEE Wireless Communications and Networking Conference, Budapest, Hungary, 2009.
"Mathematical Foundations of Cognitive Radios",
Journal of Telecommunications and Information Technologies(JTIT), no. 4, 2009.
"Mathematical Foundations of Cognitive Radios",
National URSI Symposium, Warsaw, Poland, 2009.
"A maximum entropy approach to OFDM channel estimation",
IEEE International Workshop on Signal Processing Advances for Wireless Communications, Perugia, Italy, 2009.
"Outage performance of flexible OFDM schemes in packet-switched transmissions",
EURASIP Journal on Advances in Signal Processing, vol. 2009, Article ID 698417, 9 pages, 2009.
"Rate Region of Correlated MIMO Multiple Access and Broadcast Channels",
IEEE Workshop on Statistical Signal Processing, Cardiff, UK, 2009.
"Free Deconvolution for OFDM MultiCell SNR Detection",
PIMRC (Cognitive Radio Workshop), Cannes, France, 2008.
"The Space Frontier: Physical Limits of Multiple Antenna Information Transfer",
Inter-Perf 2008: Workshop on Interdisciplinary Systems Approach in Performance Evaluation and Design of Computer and Communication Systems, Athens, Greece, 2008.