Publications

Found 38 results
    Filters: Type is Journal Article and Author is Romain Couillet  [Clear All Filters]
    Submitted
    Couillet, R., and F. Benaych-Georges, "Kernel spectral clustering of large dimensional data", arXiv preprint arXiv:1510.03547, Submitted.
    Benaych-Georges, F., and R. Couillet, "Spectral analysis of the Gram matrix of mixture models", arXiv preprint arXiv:1510.03463, Submitted.
    2016
    Kammoun, A., R. Couillet, F. Pascal, and M-S. Alouini, "Convergence and Fluctuations of Regularized Tyler Estimators", IEEE Transactions on Signal Processing, vol. 64, issue 4, no. 1048 - 1060, 2016.
    Abboud, A., F. Iutzeler, R. Couillet, M. Debbah, and H. Siguerdidjane, "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.
    Sanguinetti, L., R. Couillet, and M. Debbah, "Large System Analysis of Base Station Cooperation for Power Minimization", IEEE Transactions- Wireless Communication, 2016, 2016.
    Sadeghi, M.., L. Sanguinetti, R. Couillet, and Y.. Chau, "Reducing the Computational Complexity of Multicasting in Large-Scale Antenna Systems", IEEE Transaction on Wireless Communications, 07/2016.
    Couillet, R., A. Kammoun, and F. Pascal, "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.
    2015
    Vinogradova, J., R. Couillet, and W. Hachem, "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.
    Müller, A., R. Couillet, E. Björnson, S. Wagner, and M. Debbah, "Interference-Aware RZF Precoding for Multi-Cell Downlink Systems", IEEE Transactions on Signal Processing, vol. 63, issue 15, pp. 3959-3973, 08/2015.
    Morales-Jimenez, D., R. Couillet, and M. R. McKay, "Large dimensional analysis of robust M-estimators of covariance with outliers", IEEE Transactions on Signal Processing, vol. 63, no. 21, pp. 5784-5797, 2015.
    Kammoun, A., R. Couillet, F. Pascal, and M-S. Alouini, "Optimal design of the adaptive normalized matched filter detector", arXiv preprint arXiv:1501.06027, 2015.
    Couillet, R., F. Pascal, and J. W. Silverstein, "The Random Matrix Regime of Maronna's M-estimator with elliptically distributed samples", Journal of Multivariate Analysis, vol. 139, pp. 56-78, 2015.
    Couillet, R., "Robust spiked random matrices and a robust G-MUSIC estimator", Journal of Multivariate Analysis, vol. 140, pp. 139-161, 2015.
    Yang, L., R. Couillet, and M. R. McKay, "A Robust Statistics Approach to Minimum Variance Portfolio Optimization", IEEE Transactions on Signal Processing, vol. 63, no. 24, 2015.
    Hoydis, J., R. Couillet, and P. Piantanida, "The Second-Order Coding Rate of the MIMO Rayleigh Block-Fading Channel", IEEE Transactions on Information Theory, vol. 61, 2015.
    2014
    Hachem, W., and R. Couillet, "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.
    Chitour, Y., R. Couillet, and F. Pascal, "On the convergence of Maronna's M-estimators of scatter", IEEE Signal Processing Letters, vol. 22, issue 6, pp. 709-712, 2014.
    Couillet, R., and M. McKay, "Large Dimensional Analysis and Optimization of Robust Shrinkage Covariance Matrix Estimators", Journal of Multivariate Analysis, vol. 131, pp. 99-120, 2014.
    Chapon, F., R. Couillet, W. Hachem, and X. Mestre, "The outliers among the singular values of large rectangular random matrices with additive fixed rank deformation", Markov Processes and Related Fields, vol. 20, 2014.
    Couillet, R., F. Pascal, and J. W. Silverstein, "Robust Estimates of Covariance Matrices in the Large Dimensional Regime", IEEE Transactions on Information Theory, vol. 60, issue 11, pp. 7269-7278, 2014.
    2013
    Yao, J., R. Couillet, J. Najim, and M. Debbah, "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.
    Couillet, R., and W. Hachem, "Fluctuations of spiked random matrix models and failure diagnosis in sensor networks", IEEE Transactions on Information Theory, vol. 59, issue 1, 2013.
    Geraci, G., R. Couillet, J. Yuan, M. Debbah, and I. B. Collings, "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.
    Kammoun, A., R. Couillet, J. Najim, and M. Debbah, "Performance of mutual information inference methods under unknown interference", IEEE Transactions on Information Theory, vol. 59, issue 2, pp. 1129-1148, 02/2013.
    Couillet, R., and M. Debbah, "Signal Processing in Large Systems: a New Paradigm", IEEE Signal Processing Magazine, vol. 30, no. 1, pp. 24-39, 2013.
    Vinogradova, J., R. Couillet, and W. Hachem, "Statistical Inference in Large Antenna Arrays under Unknown Noise Pattern", IEEE Transactions on Signal Processing, vol. 61, issue 22, 2013.
    2012
    Couillet, R., S M. Perlaza, H. Tembine, and M. Debbah, "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.
    Wagner, S., R. Couillet, M. Debbah, and D. T. M. Slock, "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.
    Couillet, R., J. Hoydis, and M. Debbah, "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.
    2011
    Couillet, R., M. Debbah, and J. W. Silverstein, "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.
    Couillet, R., J. W. Silverstein, Z. Bai, and M. Debbah, "Eigen-Inference for Energy Estimation of Multiple Sources", IEEE Transactions on Information Theory, vol. 57, issue 4, pp. 2420-2439, April 2011.
    2010
    Couillet, R., A. Ancora, and M. Debbah, "Bayesian Foundations of Channel Estimation for Smart Radios", Advances in Electronics and Telecommunications, vol. 1, no. 1, pp. 41-49, 2010.
    Couillet, R., and M. Debbah, "A Bayesian Framework for Collaborative Multi-Source Signal Sensing", IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5186-5195, 2010.
    Couillet, R., and M. Debbah, "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.
    Hoydis, J., R. Couillet, and M. Debbah, "Les Réseaux à Petites Cellules Economes en Energie", Revue de l'Electricité et de l'Electronique, vol. 2010, pp. 51-56, November 2010.
    2009
    Couillet, R., and M. Debbah, "Mathematical Foundations of Cognitive Radios", Journal of Telecommunications and Information Technologies(JTIT), no. 4, 2009.
    Couillet, R., and M. Debbah, "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.