Publications

Kammoun, A., L. Sanguinetti, M. Debbah, and M.-S. Alouini, "Asymptotic analysis of RZF in large-scale MU-MIMO systems over Rician channels", IEEE Transactions on Information Theory, Submitted.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouni, "Asymptotic Analysis of RZF over Double Scattering Channels with MMSE Estimation", IEEE Transactions on Signal Processing, Submitted.

Shen, F., K. Hamidouche, E. Baştuğ, and M. Debbah, "The Business Side of Wireless Edge Caching: A Game Theoretical View", IEEE Communications Magazine, Submitted.

katz, G., P. Piantanida, and M. Debbah, "Collaborative Distributed Hypothesis Testing", Annals of Statistics, 2016, Submitted.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Communications and Control for Wireless Drone-Based Antenna Array", IEEE Journal On Selected Areas in Communications, Submitted.

Pantisano, F., M. Bennis, W. Saad, and M. Debbah, "Context-Aware Dynamic Clustering for Energy-Efficiency in CoMP Small Cell Networks", IEEE Transactions on mobile computing, 2016, Submitted.

Asgharimoghaddam, H., A. Tolli, L. Rose, and M. Debbah, "Decentralizing Multicell Beamforming via Deterministic Equivalents", IEEE Transactions on Communications, Submitted.

Asgharimoghaddam, H., A. Tolli, L. Sanguinetti, and M. Debbah, "Decentralizing the Optimal Multi-cell Beamforming with QoS Quarantees via Large System Analysis", IEEE Transactions on Wireless Communications, Submitted.

Kasgari, T. Z., W. Saad, and M. Debbah, "Human-in-the-Loop Wireless Communications: Machine Learning and Brain-Aware Resource Management", Transactions on Wireless Communications, Submitted.

Sadeghi, M., L. Sanguinetti, and Y. Chau, "Hybrid Precoding for Multi-Group Physical Layer Multicasting", IEEE Communications Letters, Submitted.

Couillet, R., and F. Benaych-Georges, "Kernel spectral clustering of large dimensional data", arXiv preprint arXiv:1510.03547, Submitted.

Chen, M., U. Challita, W. Saad, C. Yin, and M. Debbah, "Learning for Wireless Networks with Artificial Intelligence: Neural Networks and Applications", IEEE Communications Surveys and Tutorials, Submitted.

Kim, H., J. Park, M. Bennis, S. Kim, and M. Debbah, "Mean-Field Game Theoretic Edge Caching in Ultra-Dense Network", IEEE Access, Submitted.

Zappone, A., M. Di Renzo, M. Debbah, T. T. Lam, and X. Qian, "Model-Aided Wireless Artificial Intelligence: Embedding Expert Knowledge in Deep Neural Networks Towards Wireless Systems Optimization", IEEE Communications magazine, Submitted.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks", IEEE Communications Letters, Submitted.

Zeydan, E., E. Baştuğ, M. Bennis, and M. Debbah, "A Proactive and Big data-enabled Caching Analysis Perspective", Wireless Edge Caching: Modelling, Analysis, and Optimization: Cambridge University Press, Submitted.

Benaych-Georges, F., and R. Couillet, "Spectral analysis of the Gram matrix of mixture models", arXiv preprint arXiv:1510.03463, Submitted.

Di Renzo, M., A. Zappone, T. T. Lam, and M. Debbah, "Spectral-Energy Efficiency Pareto Front in Cellular Networks: A Stochastic Geometry Framework", IEEE Wireless Communications Letters, Submitted.

Di Renzo, M., A. Zappone, T. T. Lam, and M. Debbah, "System-Level Modeling and Optimization of the Energy Efficiency in Cellular Networks - A Stochastic Geometry Framework", 26th European Signal Processing Conference (EUSIPCO 2018), Rome, Italy, Submitted.

Di Renzo, M., T. T. Lam, A. Zappone, and M. Debbah, "A Tractable Closed-Form Expression for the Coverage Probability of Poisson Cellular Networks", IEEE Transactions Communications Letters, Submitted.

Deghel, M., M. Assaad, M. Debbah, and A. Ephremides, "Traffic-Aware Scheduling and Feedback Reporting in Multichannel Wireless Networks with Relaying", IEEE Transactions on Information Theory, Submitted.

Mozaffari, M., W. Saad, M. Bennis, Y. Nam, and M. Debbah, "A tutorial on UAV's for Wireless Networks: Applications, Challenges and Open Problems", EEE Communications Surveys and Tutorials, Submitted.

Huang, C., G. Alexandropoulos, A. Zappone, M. Debbah, and C. Yuen, "Energy Efficient Multi-User MISO Communication using Low Resolution Large Intelligent Surfaces", Globecom , Abu Dhabi, UAE, 2018, 2108.

Mozaffari, M., T. Zadeh A. Kasgari, W. Saad, M. Bennis, and M. Debbah, "3D Cellular Network Architecture with Drones for Beyond 5G", Globecom, Abu Dhabi, UAE, 2018.

Huang, C., A. Zappone, M. Debbah, and C. Yuen, "Achievable Rate Maximization By Passive Intelligent Mirrors", IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Alberta, Canada, 04/2018.

Ezran, P., Y. Haddad, and M. Debbah, "Allais' Paradox and Resource Allocation in Telecommunication Networks", Telecommunication Systems, pp. 1-12, 07/2018.

Ezran, P., Y. Haddad, and M. Debbah, ""Allais" paradox and Resource Allocation in Telecommunication Networks", Telecommunications Systems, 2018.

Bashar, M., K. Cumanan, A. G. Burr, H. Q. Ngo, and M. Debbah, "Cell-Free Massive MIMO with Limited Backhaul", IEEE International Conference on Communications, Kansas City, MO, USA, 2018.

Zhang, Y., C. Jiang, J. Yuan, Z. Han, and M. Debbah, "Coalition Formation Game based Access Point Selection in LTE-U and Wi-Fi Coexistence Environments", IEEE Transactions on Industrial Informatics, 2018.

Hamidouche, K., T. A. Kasgari, W. Saad, M. Bennis, and M. Debbah, "Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems", International Conference on Communications, Kansas City, MO, USA, 05/2018.

Zappone, A., L. Sanguinetti, and M. Debbah, "A Deep-Learning Framework for Power Allocation in Massive MIMO", 52nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 2018.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "Design of 5G Full Dimension Massive MIMO Systems", IEEE Transactions on Communications, vol. 66, issue 2, pp. 726-740, 02/2018.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Drone-based Antenna Array for Service Time Minimization in Wireless Networks", IEEE International Conference on Communications , Kansas City, MO, USA, 2018.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "Elevation Beamforming in a Multi-Cell Full Dimension Massive MIMO System", IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain, 2018.

Zappone, A., S. Atapattu, M. Di Renzo, and J. Evans, "Energy Efficient Relay Assignment and Power Control in Multi-User and Mult-Relay Networks", IEEE Wireless Communications Letters, 2018.

Zappone, A., L. Sanguinetti, and M. Debbah, "Energy-Delay Efficient Power Control in Wireless Networks", IEEE Transactions on Communications, vol. 66, issue 1, pp. 418-431, 01/2018.

Bashar, M., C. Cumanan, A. G. Burr, M. Debbah, and H. Q. Ngo, "Enhanced Max-Min SINR for Uplink Cell-Free Massive MIMO Systems", IEEE International Conference on Communications , Kansas City, MO, USA, 2018.

Samarakoon, S., M. Bennis, W. Saad, and M. Debbah, "Federated Learning for Ultra-Reliable Low-Latency V2V Communications", Globecom 2018, Abu Dhabi, UAE, 12/2018.

Martalo, M., A. Opinto, M. Maso, M. Debbah, and R. Raheli, "Low-Complexity Channel Estimation in OFDM MU-MIMO Next Generation Cellular Networks", 2018 IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Bologna, Italy, 2018.

Zhang, Q., M. Mozaffari, W. Saad, M. Bennis, and M. Debbah, "Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications", Globecom, Abu Dhabi, UAE, 2018.

Zappone, A., M. Debbah, and Z. Altman, "Online Energy-Efficient Power Control in Wireless Networks by Deep Neural Networks", 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Kalamata, Greece, 06/2018.

T. Vu, K., M. Bennis, C. Liu, M. Debbah, and M. Latva-aho, "Path Selection and Rate Allocation for Ultra-Reliable and Low Latency 5G mmWave Networks", WCNC, Barcelona, Spain, 2018.

Ezran, P., Y. Haddad, and M. Debbah, "Polarization Planning in Wireless Networks", Wireless Personal Communications, vol. 98, issue 1, pp. 759–778, 01/2018.

Vasilev, V., J. Leguay, S. Paris, L. Maggi, and M. Debbah, "Predicting QoE Factors with Machine Learning", IEEE International Conference on Communications , Kansas City, MO, USA, 2018.

Deghel, M., M. Assaad, M. Debbah, and A. Ephremides, "Queueing Stability and CSI Probing of a TDD Wireless Network with Interference Alignment", IEEE Transactions on Information Theory, vol. 64, issue 1, pp. 547-576, 01/2018.

Sanguinetti, L., A. A. D'Amico, M. Morelli, and M. Debbah, "Random Access in Massive MIMO by Exploiting Timing Offsets and Excess Antennas", IEEE Transactions on Communications, 2018.

Du, J., C. Jiang, H. Zhang, X. Wang, Y. Ren, and M. Debbah, "Secure Satellite-Terrestrial Transmission Over Incumbent Terrestrial Networks via Cooperative Beamforming", IEEE Journal of Selected Areas in Communications, 2018.

Di Renzo, M., A. Zappone, T. T. Lam, and M. Debbah, "System-Level Modeling and Optimization of the Energy Efficiency in Cellular Networks – A Stochastic Geometry Framework", IEEE Transactions on Wireless Communications, vol. 17, issue 4, pp. 2539-2556, 04/2018.

Ezran, P., Topology Optimization of Wireless Networks, vol. PhD Thesis, 2018.

Deghel, M., M. Assaad, M. Debbah, and A. Ephremides, "Traffic-Aware Scheduling and Feedback Allocation in Multichannel Wireless Networks", IEEE Transactions on Wireless Communications, vol. 17, issue 8, pp. 5520-5534, 08/2018.

Bennis, M., M. Debbah, and V. Poor, "Ultra-Reliable and Low Latency Communication: Tail, Risk and Scale", Proceedings of IEEE, vol. 106 , issue 10, pp. 1834-1853, 10/2018.

Vu, T. K., M. Bennis, M. Debbah, M. Latva-aho, and C. S. Hong, "Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach", IEEE Commnunications Letters, vol. 22, issue 4, pp. 708-711, 04/2018.

Bashar, M., K. Cumanan, A. G. Burr, M. Debbah, and H. Q. Ngo, "On the Uplink Max-Min SINR of Cell-Free Massive MIMO Systems", IEEE Transactions on Wireless Communications, 2018.

Ksairi, N., and M. Debbah, "Uplink Pilots for Multi-User MIMO with Mixed Grant Free and Grant Based Transmissions", IEEE 87th Vehicular Technology Conference, Porto, Portugal, 2018.

Zappone, A., L. Sanguinetti, and M. Debbah, "User Association and Load Balancing for Massive MIMO through Deep Learning", 52nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 2018.

Zeng, T., M. Mozaffari, O. Semiari, W. Saad, M. Bennis, and M. Debbah, "Wireless Communications and Control for Swarms of Cellular-Connected UAVs", 52nd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 2018.

Hamidouche, K., W. Saad, M. Debbah, J. Bin Song, and S. C. Hong, "The 5G Cellular Backhaul Management Dilemma: To Cache or to Serve", IEEE Transactions on Wireless Communications, vol. 16, issue 8, pp. 4866 - 4879, 08/2017.

Darabi, M., N. Namvar, B. Maham, W. Saad, and M. Debbah, "Adaptive Mode Selection in Cognitive Buffer-Aided Full-Duplex Relay Networks with Imperfect Self-Interference Cancellation", IEEE International Conference on Communications, Paris, Franc, Workshop on Full-Duplex Communications for Future Wireless Networks, 05/2017.

Vassilaras, S., L. Gkatzikis, N. Liakopoulos, I. N. Stiakogiannakis, M. Qi, L. Shi, L. Liu, M. Debbah, and G. S. Paschos, "The Algorithmic Aspects of Network Slicing", IEEE Communication Magazine, vol. 55, issue 8, pp. 112 - 119, 08/2017.

Ezran, P., Y. Haddad, and M. Debbah, "Availability Optimization in a Ring-Based Network Topology", Elsevier, Computer Networks, vol. 124, pp. 27–32, 09/2017.

Baştuğ, E., M. Bennis, M. Médard, and M. Debbah, "The Benefits of Caching and Computing for Wireless Virtual Reality", 2017 IEEE Communication Theory Workshop, Natadola, Fiji, 06/2017.

Talebzadeh, A., W. Saad, and M. Debbah, "Brain-Aware Wireless Networks: Learning and Resource Management", Proc. of the 51st Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 11/2017.

Maso, M., I. Atzeni, I. Ghamnia, E. Baştuğ, and M. Debbah, "Cache-Aided Full-Duplex Small Cells", WiOpt'17 CCDWN Workshop, May 2017, Paris, France, 2017.

Chen, M., M. Mozaffari, W. Saad, C. Yin, M. Debbah, and C. Hong, "Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience", IEEE JSAC Special Issue on Human-In-The-Loop Mobile Networks, vol. 35, issue 5, pp. 1046-1061, 05/2017.

Moghaddam, H. A., A. Tolli, L. Sanguinetti, and M. Debbah, "Deterministic Equivalent for Max-Min SINR over Random User Locations", IEEE International Conference on Communications, Paris, France, 05/2017.

katz, G., P. Piantanida, and M. Debbah, "Distributed Binary Detection with Lossy Data Compression", IEEE Transactions on Information Theory, vol. 63, issue 8, pp. 5207-5227, 08/2017.

Hamidouche, M., E. Baştuğ, J. Park, L. Cottatellucci, and M. Debbah, "Downlink Performance of Dense Antenna Deployment: To Distribute or Concentrate?", IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Montreal, Canada, 10/2017.

Chen, M., W. Saad, C. Yin, and M. Debbah, "Echo State Networks for Proactive Caching in Cloud-Based Radio Access Networks with Mobile Users", IEEE Transaction on Wireless Communications, 2017.

Chen, M., W. Saad, C. Yin, and M. Debbah, "Echo State Transfer Learning for Data Correlation Aware Resource Allocation in Wireless Virtual Reality", Proc. of the 51st Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, 11/2017.

Atzeni, I., M. Maso, I. Ghamnia, E. Baştuğ, and M. Debbah, "Flexible Cache-Aided Networks with Backhauling", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017), Special Session on Caching and Content-Centric Networking, Sapporo, Japan, 07/2017.

Zappone, A., E. Björnson, L. Sanguinetti, and E. Jorswieck, "Globally Optimal Energy-Efficient Power Control and Receiver Design in Wireless Networks", IEEE Transactions on Signal Processing, vol. 65, issue 11, pp. 2844-2859, 06/2017.

Mari, M D., E. Strinati, M. Debbah, and T. Quek, "Joint Stochastic Geometry and Mean Field Game Optimization for Energy-Efficient Proactive Scheduling in Ultra-Dense Network", IEEE Transactions on Cognitive Communications and Networking, vol. 3, issue 4, pp. 766-781, 12/2017.

Afzal, A., A. Feki, M. Debbah, A. S. Zaidi, M. Ghogho, and D. McLernon, "Leveraging D2D to Maximize the Spectral Efficiency of Massive MIMO Systems", 15th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Telecom ParisTech, Paris, France, 2017.

Sifaou, H., A. Kammoun, L. Sanguinetti, M. Debbah, and M. Alouini, "Max-Min SINR in Large-Scale Single-Cell MU-MIMO: Asymptotic Analysis and Low Complexity Transceivers", IEEE Transactions on Signal Processing, vol. 65, issue 7, pp. 1841 - 1854, 04/2017.

Hamidouche, K., W. Saad, and M. Debbah, "Minority Games for Backhaul Management in Cache-Enabled Small Cell Networks", European Wireless - Competitive and Cooperative Approaches for 5G networks (COCOA), 2017.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Mobile Unmanned Aerial Vehicles (UAV's) for Energy-Efficient Internet of Things Communications", IEEE Transactions on Wireless Communications, vol. 16, issue 11, pp. 7574-7589, 11/2017.

Zhang, Q., W. Saad, M. Bennis, and M. Debbah, "Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies", IEEE Global Communications Conference (GLOBECOM), Next Generation Networking and Internet Symposium, Singapore, 12/2017.

Sheng, Z., H. Tuan, H. Nguyen, and M. Debbah, "Optimal Training Sequences for Large-Scale MIMO-OFDM Systems", IEEE Transactions on Signal Processing, vol. 65, issue 13, pp. 3329 - 3343, 07/2017.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Optimal Transport Theory for Effective UAV-Based Wireless Communications under Flight Time Constraints", IEEE Communication Theory Workshop, 06/2017.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Performance Analysis and Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints", IEEE Global Communications Conference, Singapore, 2017.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "Performance Analysis of Compact FD-MIMO Antenna Arrays in a Correlated Environment", IEEE Access SI on Physical and Medium Access Control Layer Advances in 5G Wireless Networks, vol. 5, pp. 4163 - 4178, 03/2017.

Semiari, O., W. Saad, M. Bennis, and M. Debbah, "Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks", IEEE Global Communications Conference, Singapore, 2017.

Ksairi, N., and M. Debbah, "Performance Analysis of Multi-Service Oriented Multiple Access Under General Channel Correlation", IEEE Global Communications Conference (GLOBECOM), Next Generation Networking and Internet Symposium, Singapore, 12/2017.

Björnson, E., J. Hoydis, and L. Sanguinetti, "Pilot contamination is not the asymptotic limitation of massive MIMO systems", IEEE International Conference on Communications, Paris, France, 2017.

Hamidouche, K., W. Saad, and M. Debbah, "Popular Matching Games for Correlation-aware Resource Allocation in the Internet of Things", IEEE Global Communications Conference (GLOBECOM), Next Generation Networking and Internet Symposium, Singapore, 12/2017.

Hamidouche, K., W. Saad, and M. Debbah, "Popular Matching Games for Correlation-aware Resource Allocation in the Internet of Things", IEEE Global Communications Conference, Singapore, 2017.

ElBamby, M.S., M. Bennis, W. Saad, M. Debbah, and M. Latva-aho, "Resource Optimization and Power Allocation in Full Duplex Non-Orthogonal Multiple Access (FD-NOMA) Networks", IEEE Journalof Selected Areas on Communications , 2017.

Miridakis, N. I., T. A. Tsiftsis, G. C. Alexandropoulos, and M. Debbah, "Simultaneous Spectrum Sensing and Data Reception for Cognitive Spatial Multiplexing Distributed Systems", Transactions on Wireless Communications, vol. 16, issue 5, pp. 3313-3327, 05/2017.

Miridakis, N.I., T. A. Tsiftsis, G. C. Alexandropoulos, and M. Debbah, "Simultaneous Spectrum Sensing and Data Transmission for Cognitive Spatial Multiplexing Distributed Systems", IEEE Transactions on Wireless Communications, vol. 16, issue 5, pp. 3313-3327, 05/2017.

Baştuğ, E., M. Bennis, M. Médard, and M. Debbah, "Towards Interconnected Virtual Reality: Opportunities, Challenges and Enablers", IEEE Communications Magazine, vol. 55, issue 6, pp. 110 - 117, 06/2017.

Deghel, M., "Traffic-Aware Scheduling and Feedback Reporting in Wireless Networks", CentraleSupélec, Université Paris-Saclay, Volume PhD, vol. PhD, pp. 157, 05/2017.

Kim, H., J. Park, M. Bennis, S. Kim, and M. Debbah, "Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics", IEEE International Conference on Communications, 05/2017.

Vu, T. K., M. Bennis, C. Liu, M. Debbah, M. Latva-aho, and C. S. Hong, "Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks", IEEE Communications Letters, vol. 21, issue 9, pp. 2041 - 2044, 09/2017.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Wireless Communication using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization", IEEE Transactions on Wireless Communications, vol. 16, issue 12, pp. 8052-8066, 12/2017.

Falconet, H., L. Sanguinetti, A. Kammoun, and M. Debbah, "Asymptotic Analysis of Downlink MISO Systems over Rician Fading Channels", 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP, 2016 ), Shanghai, China, 2016.

Sanguinetti, L., A. Kammoun, and M. Debbah, "Asymptotic Analysis of Multicell Massive MIMO over Rician Fading Channels", 42nd IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, USA, 2016.

Zeydan, E., E. Baştuğ, M. Bennis, M. Abdel Kader, A. Karatepe, A. Salih Er, and M. Debbah, "Big Data Caching for Networking: Moving from Cloud to Edge", IEEE Communications Magazine, vol. 54, issue 9, pp. 36 - 42, 09/2016.

Hamidouche, K., W. Saad, and M. Debbah, "Breaking the Economic Barrier of Caching in Cellular Networks: Incentives and Contracts", IEEE Global Communications Conference, Washington, DC USA, 2016.

katz, G., P. Piantanida, and M. Debbah, "Collaborative Distributed Hypothesis Testing with General Hypotheses", International Symposium on Information Theory (ISIT), Barcelona, Spain, 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.

Baştuğ, E., M. Kountouris, M. Bennis, and M. Debbah, "On the Delay of Geographical Caching Methods in Two-Tiered Heterogeneous Networks", IEEE International Workshop on Signal Processing advances in Wireless Communications (SPAWC'16), Edinburgh, UK, 07/2016.

Björnson, E., L. Sanguinetti, and M. Kountouris, "Deploying Dense Networks for Maximal Energy Efficiency: Small Cells Meet Massive MIMO", IEEE J. Select. Areas Commun , 2016.

Mertikopoulos, P., E V. Belmega, and L. Sanguinetti, "Distributed Learning for Resource Allocation Under Uncertainty", IEEE Global Conference on Signal and Information Processing, Washington, DC, USA, 2016.

Abboud, A., "Distributed Optimization in Large Interconnected Systems using ADMM", CentraleSupélec, Université Paris-Saclay, vol. PhD, pp. 153, 01/2016.

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.

Mertikopoulos, P., E V. Belmega, R. Negrel, and L. Sanguinetti, "Distributed Stochastic Optimization via Matrix Exponential Learning", IEEE Transactions on Signal Processing, 05/2016.

Chen, M., W. Saad, C. Yin, and M. Debbah, "Echo State Networks for Proactive Caching and Content Prediction in Cloud Radio Access Networks", IEEE Global Communications Conference, Washington, DC USA, 2016.

Baştuğ, E., M. Bennis, M. Kountouris, and M. Debbah, "Edge Caching for Coverage and Capacity-aided Heterogeneous Networks", 2016 IEEE International Symposium on Information Theory, Barcelona, Spain, 07/2016.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage", IEEE Communications Letters, vol. 20, issue 8, pp. 1647 - 1650, 2016.

Shalmashi, S., E. Björnson, M. Kountouris, K. Won Sung, and M. Debbah, "Energy Efficiency and Sum Rate Tradeoffs for Massive MIMO Systems with Underlaid Device-to-Device Communications", EURASIP Journal on Wireless Communications and Networking, vol. 2016:175, 2016.

Miridakis, N. I., T. A. Tsiftsis, G. C. Alexandropoulos, and M. Debbah, "Energy Efficient Switching between Data Transmission and Energy Harvesting for Cooperative Cognitive Relaying Systems", IEEE International Conference on Communications, Kuala Lumpur, Malaysia, 2016, 2016.

Shen, F., P. H. Lin, L. Sanguinetti, E. Jorswieck, and M. Debbah, "An Energy-Aware Auction for Hybrid Access in Heterogeneous Networks under QoS Requirements", 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016) , Shanghai, China, 2016.

Zappone, A., L. Sanguinetti, G. Bacci, E. Jorswieck, and M. Debbah, "Energy-Efficient Power Control: A Look at 5G Wireless Technologies", IEEE Transactions on Signal Processing, vol. 64 , issue 5, pp. 1668-1683, 04/2016.

Deghel, M., M. Assaad, and M. Debbah, "Extended Version of the Work on Opportunistic Feedback for Multichannel Wireless Networks", IEEE GLOBECOM 2016, Washington, DC USA, 2016.

Zappone, A., E. Björnson, L. Sanguinetti, and E. Jorswieck, "A Framework for Globally Optimal Energy-Efficient Resource Allocation in Wireless Networks", 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, China, 03/2016.

Perabathini, B., "Fundamental Limits of Energy Efficiency in Wireless Networks", CentraleSupélec, Université Paris-Saclay, Volume PhD, vol. PhD, pp. 88, 01/2016.

Hamidouche, K., "Game Theoretic Approach for Resource Allocation in Small Cell Networks", CentraleSupélec, Université Paris-Saclay, vol. PhD, Gif-sur-Yvette, pp. 164, 12/2016.

Miridakis, N. I., T. A. Tsiftsis, G. C. Alexandropoulos, and M. Debbah, "Green Cognitive Relaying: Switching Between Data Transmission and Energy Harvesting", IEEE Journal on Selected Areas in Communications - Series on Green Communications and Networking, vol. 34, issue 12, pp. 3725 - 3738, 12/2016.

Vu, T. K., M. Bennis, S. Samarakoon, M. Debbah, and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks", European Wireless 2016, Oulu, Finland, 2016.

Sanguinetti, L., R. Couillet, and M. Debbah, "Large System Analysis of Base Station Cooperation for Power Minimization", IEEE Transactions- Wireless Communication, 2016, 2016.

Müller, A., A. Kammoun, E. Björnson, and M. Debbah, "Linear Precoding Based on Polynomial Expansion: Reducing Complexity in Massive MIMO", EURASIP Journal on Wireless Communications and Networking, vol. 1, 2016.

Björnson, E., E. G. Larsson, and M. Debbah, "Massive MIMO for Maximal Spectral Efficiency: How Many Users and Pilots Should Be Allocated?", IEEE Transactions on Signal Processing, vol. 15, issue 2, pp. 1293-1308, 02/2016.

Sanguinetti, L., E. Björnson, and M. Debbah, "Massive MIMO with Imperfect Channel Covariance Information", 2016 Asilomar Conference on Signals, Systems, and Computers, California, USA, 2016.

Sifaou, H., A. Kammoun, L. Sanguinetti, M. Debbah, and M. Alouini, "Max-Min SINR Low Complexity Transceiver Design for Single Cell Massive MIMO", IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, UK, 2016.

Hamidouche, K., W. Saad, M. Debbah, and V. H. Poor, "Mean-Field Games for Distributed Caching in Ultra-Dense Small Cell Networks", American Control Conference (ACC), Boston, USA, 07/2016.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture?", IEEE Global Communications Conference, Washington, DC USA, 2016.

Hamidouche, K., W. Saad, and M. Debbah, "A Multi-Game Framework for Harmonized LTE-U and WiFi Coexistence over Unlicensed Bands", IEEE Wireless Communications Magazine, vol. 23, issue 6, no. 62 - 69, 12/2016.

Hamidouche, K., W. Saad, and M. Debbah, "Multi-Games for LTE and WiFi Coexistence over Unlicensed Channel", International conference on Network Games, Control and Optimization , Avignon, France, 2016.

Ksairi, N., S. Tomasin, and M. Debbah, "A Multi-Service Oriented Multiple-Access Scheme For M2M Support in Future LTE", IEEE Communication Magazine, vol. 55, issue 1, pp. 218 - 224, 2016.

Ksairi, N., S. Tomasin, and M. Debbah, "A Multi-Service Oriented Multiple-Access Scheme For Next-Generation Mobile Networks", European Conference on Networks and Communications 2016, Athens, Greece, 2016.

katz, G., P. Piantanida, and M. Debbah, "A New Approach to Distributed Hypothesis Testing", Asilomar Conference on Signals, Systems, and Computers, California, USA, 2016.

Zappone, A., L. Sanguinetti, and M. Debbah, "Non-cooperative power control for energy-efficient and delay-aware wireless networks", 20th International ITG Workshop on Smart Antennas (WSA 2016), Munich, Germany, 2016.

Karadimitrakis, A., A. L. Moustakas, H. Hafermann, and A. Müller, "Optical Fiber MIMO Channel Model and its Analysis", ISIT 2016, Barcelona, 2016.

Verenzuela, daniel., E. Björnson, and L. Sanguinetti, "Optimal Design of Wireless Networks for Broadband Access with Minimum Power Consumption", IEEE International Conference on Communications, Kuala Lumpur, Malaysia, 2016.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Optimal Transport Theory for Power-Efficient Deployment of Unmanned Aerial Vehicles", IEEE International Conference on Communications,, Kuala Lumpur, Malaysia, 2016, 2016.

Ramanath, S., M. Debbah, and E. Altman, "Optimal User Association in Multi-user MIMO Small Cell Networks", 8th International Conference on Communication Systems and Networks, Bangalore, India, 2016.

Mijovic, stefan., L. Sanguinetti, C. Buratti, and M. Debbah, "On the Optimum Number of Cooperating Nodes in Interfered Cluster-Based Sensor Networks", IEEE International Conference on Communications, Kuala Lumpur, Malaysia, 2016, 2016.

Xenakis, D., M. Kountouris, L. Merakos, N. Pappas, and C. Verikoukis, "Performance Analysis of Network-Assisted D2D Discovery in Random Spatial Networks", IEEE Trans. on Wireless Communications, , vol. 15, issue 8, pp. 5695 - 5707, 05/2016.

Ali, H. Tiomoko, and R. Couillet, "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.

Ezran, P., Y. Haddad, and M. Debbah, "Polarization Diversity in Ring Topology Networks", VTC2016 Fall, 09/2016.

Sifaou, H., A. Kammoun, L. Sanguinetti, M. Debbah, and M. Alouini, "Polynomial Expansion of the Power Minimization Precoder in Large-Scale MIMO Systems", IEEE International Conference on Communications, Kuala Lumpur, Malaysia, 2016, 2016.

Baştuğ, E., M. Bennis, and M. Debbah, "Proactive Caching in 5G Small Cell Networks", Towards 5G: Applications, Requirements and Candidate Technologies: Wiley, 2015, 2016.

Zhang, Q., W. Saad, M. Bennis, and M. Debbah, "Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications", IEEE Global Communications Conference, Washington, DC USA, 2016.

Sanguinetti, L., A. A. D'Amico, M. Morelli, and M. Debbah, "Random Access in Uplink Massive MIMO Systems: How to exploit asynchronicity and excess antennas", IEEE Global Communications Conference, Washington, DC USA, 2016.

Ali, H. Tiomoko, and R. Couillet, "Random matrix improved community detection in heterogeneous networks", ASILOMAR 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.

Miridakis, N.I., T. A. Tsiftsis, G. C. Alexandropoulos, and M. Debbah, "Simultaneous Spectrum Sensing and Data Transmission for Distributed MIMO Cognitive Radio Systems", IEEE Global Communications Conference, Washington, DC USA, 2016.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "Spatial Correlation Characterization of a Full Dimension Massive MIMO System", IEEE Global Communications Conference, Washington, DC USA, 2016.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "Spatial Correlation Characterization of a Uniform Circular Array in 3D MIMO Systems", IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, UK, 2016.

Park, J., M. Bennis, S. Kim, and M. Debbah, "Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks", IEEE Global Communications Conference, Washington, USA, 2016.

Shen, F., K. Hamidouche, E. Baştuğ, and M. Debbah, "A Stackelberg Game for Incentive Proactive Caching Mechanisms in Wireless Networks", IEEE Global Communications Conference, Washington, DC, USA, 2016.

Paschos, G., E. Baştuğ, I. Land, G. Caire, and M. Debbah, "On the Technical Misconceptions of Wireless Edge Caching", IEEE Communication Theory Workshop (CTW'2016), Nafplio, Greece, 05/2016.

Müller, A., and M. Debbah, "Tutoriel sur les matrices aléatoires – Introduction aux équivalents déterministes", Lavoisier Traitement du Signal Numéro Spécial Grandes Matrices Aléatoires, 06/2016.

Samarakoon, S., M. Bennis, W. Saad, M. Debbah, and M. Latva-aho, "Ultra Dense Small Cell Networks: Turning Density into Energy Efficiency", IEEE Journal on Selected Areas in Communications - Series on Green Communications and Networking, vol. 34, issue 5, pp. 1267 - 1280, 2016.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Unmanned Aerial Vehicle with Underlaid Device-to-Device Communications: Performance and Tradeoffs", IEEE Transactions on Wireless Communications, vol. 15, issue 6, pp. 3949 - 3963, 06/2016.

Park, J., S. Jung, S. Kim, M. Bennis, and M. Debbah, "User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics", IEEE Global Communications Conference, Washington, USA, 2016.

Paschos, G., E. Baştuğ, I. Land, G. Caire, and M. Debbah, "Wireless Caching: Technical Misconceptions and Business Barriers", IEEE Communications Magazine, vol. 54, no. 8, pp. 16-22, 2016.

Ezran, P., and Y. Haddad, Wireless electromagnetic communication network using polarization diversity, vol. WO2016079748 (A1), 2016.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "3D Massive MIMO Systems: Modeling and Performance Analysis", IEEE Transactions on Wireless Communications, vol. 14, issue 12, pp. 6926 - 6939, 12/2015.

Vehkapera, M., T. Riihonen, M. Girnyk, E. Björnson, M. Debbah, L. K. Rasmussen, and R. Wichman, "Asymptotic Analysis of Asymmetric MIMO Links: Digital Modulation and Joint Decoding under EVM", IEEE International Conference on Communications, London, UK, 2015.

Vehkapera, M., T. Riihonen, M. Girnyk, E. Björnson, M. Debbah, L. K. Rasmussen, and R. Wichman, "Asymptotic Analysis of SU-MIMO Channels With Transmitter Noise and Mismatched Joint Decoding", IEEE Transactions on Communications, vol. 63, issue 3, pp. 749-765, 2015.

Girnyk, M., A. Müller, M. Vehkapera, L. K. Rasmussen, and M. Debbah, "On the Asymptotic Sum Rate of Downlink Cellular Systems with Random User Locations", IEEE Wireless Communications Letters, vol. 4, pp. 333-336, 06/2015.

Sanguinetti, L., R. Couillet, and M. Debbah, "Base Station Cooperation for Power Minimization in the Downlink: Large System Analysis", IEEE Global Communications Conference (GLOBECOM), 2015.

Deghel, M., E. Baştuğ, M. Assaad, and M. Debbah, "On the benefits of Edge Caching for MIMO Interference Alignment", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC'15), Stockholm, Sweden, 2015.

Baştuğ, E., M. Bennis, E. Zeydan, M. Abdel Kader, A. Karatepe, A. Salih Er, and M. Debbah, "Big Data Meets Telcos: A Proactive Caching Perspective", IEEE/KICS Journal of Communications and Networks, Special Issue on Big Data Networking-Challenges and Applications, vol. 17, no. 6, pp. 549-557, 12/2015.

Baştuğ, E., M. Bennis, M. Kountouris, and M. Debbah, "Cache-enabled Small Cell Networks: Modeling and Tradeoffs", EURASIP Journal on Wireless Communications and Networking, Special Issue on Technical Advances in the Design and Deployment of Future Heterogeneous Networks, vol. 2015, no. 1, pp. 41, 2015.

Perabathini, B., E. Baştuğ, M. Kountouris, M. Debbah, and A. Conte, "Caching at the Edge: a Green Perspective for 5G Networks", IEEE International Conference on Communications (ICC'2015), London, UK, 2015.

Bianchi, P., W. Hachem, and F. Iutzeler, "A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization", IEEE Transactions on Automatic Control, 2014, 2015.

Lakshminarayana, S., M. Assaad, and M. Debbah, "Coordinated Multi-cell Beamforming for Massive MIMO: A Random Matrix Approach", IEEE Transactions on Information Theory, vol. 61, issue 6, pp. 3387 - 3412, 06/2015.

Asgharimoghaddam, H., A. Tolli, L. Sanguinetti, and M. Debbah, "Decentralized Multi-cell Beamforming with Target Rates via Large System Analysis", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Cancun, Mexico, 2015.

Björnson, E., L. Sanguinetti, and M. Kountouris, "Designing Wireless Broadband Access for Energy Efficiency: Are Small Cells the Only Answer?", IEEE International Conference on Communication Workshop (ICCW), 2015.

Xenakis, D., L. Merakos, M. Kountouris, N. Passas, and C. Verikoukis, "Distance Distributions and Proximity Estimation given Knowledge of the Heterogeneous Network Layout", IEEE Transsactions on Wireless Communications, vol. 14, issue 10, pp. 5498 - 5512, 10/2015.

Abboud, A., E. Baştuğ, K. Hamidouche, and M. Debbah, "Distributed Caching in 5G Networks: An Alternating Direction Method of Multipliers Approach", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC'15), Stockholm, Sweden, 2015.

Hamidouche, K., W. Saad, and M. Debbah, "Distributed Caching in Dense Small Cell Networks", IEEE Communication Theory Workshop, 05/2015.

Baştuğ, E., "Distributed Caching Methods in Small Cell Networks", CentraleSupélec, Université Paris-Saclay, vol. PhD, pp. 170, 12/2015.

Zappone, A., L. Sanguinetti, G. Bacci, E. Jorswieck, and M. Debbah, "Distributed Energy-Efficient UL Power Control in Massive MIMO with Hardware Impairments and Imperfect CSI", Twelfth International Symposium on Wireless Communication Systems 2015, Brussels, Belgium, 2015.

Mozaffari, M., W. Saad, M. Bennis, and M. Debbah, "Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis", IEEE Global Communications Conference, San Diego, CA, USA, 2015.

Shalmashi, S., E. Björnson, M. Kountouris, K. Won Sung, and M. Debbah, "Energy Efficiency and Sum Rate when Massive MIMO meets Device-to-Device Communication", ICC, London, UK, 2015.

Bacci, G., E V. Belmega, P. Mertikopoulos, and L. Sanguinetti, "Energy-Aware Competitive Power Allocation in Heterogeneous Networks with QoS constraints", IEEE transactions on Wireless Communications, vol. 14, no. 09, 09/2015.

Björnson, E., L. Sanguinetti, and M. Kountouris, "Energy-Efficient Future Wireless Networks: A Marriage between Massive MIMO and Small Cells", IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC15), Stockholm, Sweden, 2015.

Samarakoon, S., M. Bennis, W. Saad, M. Debbah, and M. Latva-aho, "Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach", Proc. of the IEEE Global Communications Conference (GLOBECOM), Selected Areas in Communications: Green Communications and Computing Symposium, San Diego, CA, USA, 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.

Makki, B., T. Svensson, T. Eriksson, and M. Debbah, "On Feedback Resource Allocation in Multiple-Input-Single-Output Systems using Partial CSI Feedback", IEEE Transactions on Communications, vol. 63, issue 3, pp. 816-825, 03/2015.

Atzeni, I., J. Arnau, and M. Debbah, "Fractional Pilot Reuse in Massive MIMO Systems", ICC , London, UK, 2015.

Zappone, A., L. Sanguinetti, G. Bacci, E. Jorswieck, and M. Debbah, "A Framework for Energy-Efficient Design of 5G Technologies", ICC , London, UK, 2015.

Bacci, G., S. Lasaulce, W. Saad, and L. Sanguinetti, "Game Theory for Signal Processing in Networks", IEEE Signal Processing Magazine, 2015.

Nadeem, Q., A. Kammoun, M. Debbah, and M.-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, issue 14, pp. 3671 - 3686, 07/2015.

Sanguinetti, L., A. L. Moustakas, and M. Debbah, "Interference Management in 5G Reverse TDD HetNets with Wireless Backhaul: A Large System Analysis", IEEE J. Select. Areas Commun, vol. 33, issue 6, 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.

Li, J., E. Björnson, T. Svensson, T. Eriksson, and M. Debbah, "Joint Precoding and Load Balancing Optimization for Energy-Efficient Heterogeneous Networks", IEEE Transactions on Wireless Communications, vol. 14, no. 10, pp. 5810-5822, 10/2015.

Morales-Jimenez, D., R. Couillet, and M. McKay, "Large dimensional analysis of Maronna’s M-estimator with outliers", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'15), Brisbane, Australia, 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.

Sanguinetti, L., A. L. Moustakas, E. Björnson, and M. Debbah, "Large System Analysis of the Energy Consumption Distribution in Multi-User MIMO Systems with Mobility", IEEE Transactions on Wireless Communications, vol. 14, issue 3, pp. 1730-1745, 03/2015.

Kader, M. Abdel, E. Baştuğ, M. Bennis, E. Zeydan, A. Karatepe, A. Salih Er, and M. Debbah, "Leveraging Big Data Analytics for Cache-Enabled Wireless Networks", IEEE Global Communications Conference (GLOBECOM) Workshop, San Diego, CA, USA, 2015.

Björnson, E., M. Matthaiou, and M. Debbah, "Massive MIMO with Arbitrary Non-Ideal Arrays: Hardware Scaling Laws and Circuit-Aware Design", IEEE Transactions on Wireless Communications , vol. 14, no. 8, pp. 4353 - 4368, 08/2015.

Pantisano, F., M. Bennis, W. Saad, and M. Debbah, "Match to Cache: Optimizing User Association and Backhaul Allocation in Cache-aware Small Cell Networks", IEEE International Conference on Communications, 2015.

Gu, Y., W. Saad, M. Bennis, M. Debbah, and Z. Han, "Matching Theory for Future Wireless Networks: Fundamentals and Applications", IEEE Communications Magazine, vol. 53, issue 15, pp. 52 - 59, 2015.

Yang, L., R. Couillet, and M. R. McKay, "Minimum Variance Portfolio Optimization in the Spiked Covariance Model", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "On the Mutual Information of 3D Massive MIMO Systems: An Asymptotic Approach", IEEE International Symposium on Information Theory, Hong-Kong, 2015.

katz, G., P. Piantanida, R. Couillet, and M. Debbah, "On the Necessity of Binning for the Distributed HT Problem", IEEE International Symposium on Information Theory, Hong-Kong, 2015.

Mijovic, stefan., L. Sanguinetti, C. Buratti, and M. Debbah, "Optimal Design Of Energy-Efficient Cooperative WSNs: How many Sensors are Needed?", SPAWC, Stockholm, Sweden, 2015.

Li, J., E. Björnson, T. Svensson, T. Eriksson, and M. Debbah, "Optimal Design of Energy-Efficient HetNets: Joint Precoding and Load Balancing", ICC, London, UK, 2015.

Björnson, E., L. Sanguinetti, J. Hoydis, and M. Debbah, "Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer?", IEEE Transactions on Wireless Communications, vol. 14, no. 6, pp. 3059-3075, 06/2015.

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.

stupia, I., L. Sanguinetti, G. Bacci, and L. Vandendorpe, "Power Control in Networks With Heterogeneous Users: A Quasi-Variational Inequality Approach", IEEE Transactions on Signal Processing, , vol. 63, no. 21, 11/2015.

Deghel, M., M. Assaad, and M. Debbah, "Queueing Stability and CSI Probing of a TDD Wireless Network with Interference Alignment", IEEE International Symposium on Information Theory (ISIT), Hong Kong, 2015.

Mari, M D., Radio Resource Management for Green Wireless Networks, 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.

Pappas, N., M. Kountouris, A. Ephremides, and A. Traganitis, "Relay-assisted Multiple Access with Full-duplex Multi-Packet Reception", IEEE Trans. on Wireless Communications, 2015.

Huang, K., M. Kountouris, and V. O. K. Li, "Renewable Powered Cellular Networks: Energy Field Modeling and Network Coverage", IEEE Trans. on Wireless Communications, 2015.

Moretti, M., L. Sanguinetti, and X. Wang, "Resource Allocation for Power Minimization in the Downlink of THP-based Spatial Multiplexing MIMO-OFDMA Systems", IEEE Trans. Veh. Technol., vol. 64, issue 1, 01/2015.

Couillet, R., M. Greco, J-P. Ovarlez, and F. Pascal, "RMT for Whitening Space Correlation and Applications to Radar Detection", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 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.

Kammoun, A., R. Couillet, and F. Pascal, "Second order statistics of bilinear forms of robust scatter estimators", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 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.

Nadeem, Q., A. Kammoun, M. Debbah, and M. Alouini, "Spatial Correlation Function for 3D MIMO channels using Fourier Coefficients of Power Spectrums", WCNC , New Orleans, USA, 2015.

Deghel, M., M. Assaad, and M. Debbah, "System Performance of Interference Alignment under TDD Mode with Limited Backhaul Capacity", IEEE International Conference on Communications (ICC'2015), London, UK, 2015.

Destounis, A., M. Assaad, M. Debbah, and B. Sayadi, "A Threshold-Based Approach for Joint Active User Selection and Feedback in MISO Downlink Systems", IEEE International Conference on Communications , London, United Kingdom, 2015.

Destounis, A., M. Assaad, M. Debbah, and B. Sayadi, "Traffic-Aware Training and Scheduling for MISO Wireless Downlink Systems", IEEE Transactions on Information Theory, vol. 61, issue 5, pp. 2574 - 2599, 2015.

Baştuğ, E., M. Bennis, and M. Debbah, "A Transfer Learning Approach for Cache-Enabled Wireless Networks", International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt'15), Mumbai, India, 2015.

Couillet, R., and F. Benaych-Georges, "Understanding Big Data Spectral Clustering", 2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2015.

Bacci, G., L. Sanguinetti, and M. luise, "Understanding Game Theory via Wireless Power Control", IEEE Signal Processing Magazine, vol. 32, issue 4, 2015.

Sanguinetti, L., A. L. Moustakas, and M. Debbah, "Analysis and Management of Interference in 5G Reverse TDD HetNets", 1st International Conference on 5G for Ubiquitous Connectivity (5GU), Levi, Finland, 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.

Baştuğ, E., M. Bennis, and M. Debbah, "Anticipatory Caching in Small Cell Networks: A Transfer Learning Approach", 1st KuVS Workshop on Anticipatory Networks, Stuttgart, Germany, 09/2014.

Abboud, A., R. Couillet, M. Debbah, and H. Siguerdidjane, "Asynchronous Alternating Direction Method of Multipliers Applied to The Direct-Current Optimal Power Flow Problem", ICASSP, Florence, Italy, 2014.

Pantisano, F., M. Bennis, W. Saad, and M. Debbah, "Cache-aware User Association in Backhaul-Constrained Small Cell Networks", WiOpt 2014, Hammamet, Tunisia., wiopt, 2014.

Baştuğ, E., M. Bennis, and M. Debbah, "Cache-enabled Small Cell Networks: Modeling and Tradeoffs", International Symposium on Wireless Communication Systems (ISWCS), Barcelona, Spain, 08/2014.

Baştuğ, E., K. Hamidouche, W. Saad, and M. Debbah, "Centrality-Based Caching for Mobile Wireless Networks", 1st KuVS Workshop on Anticipatory Networks, Stuttgart, Germany, 09/2014.

de Lacerda, R., A. Hayar, and M. Debbah, "Channel Division Multiple Access: The Access Solution for UWB Networks", IEEE International Conference on Ultra-Wideband (ICUWB 2014), Paris, France, 2014.

Björnson, E., M. Matthaiou, and M. Debbah, "Circuit-Aware Design of Energy-Efficient Massive MIMO Systems", International Symposium on Communications, Control, and Signal Processing (ISCCSP), Athens, Greece, 05/2014.

Shalmashi, S., E. Björnson, S. Ben Slimane, and M. Debbah, "Closed-Form Optimality Characterization of Network-Assisted Device-to-Device Communications", IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, 04/2014.

Azarian, S., L. Godard, and M. Debbah, "Cloud based spectrum sensing system", 1st IEEE International Workshop on Cognitive Cellular Systems, Rhine River, Germany, 2014.

Saad, W., Z. Han, R. Zheng, M. Debbah, and V. H. Poor, "A College Admissions Game for Uplink User Association in Wireless Small Cell Networks", INFOCOM 2014, Toronto - Canada, 2014.

Destounis, A., B. Sayadi, M. Debbah, and M. Assaad, Control of a downlink radio frequency transmission from a multi-channel base station, no. EP20130163573 20130412, European Patent, 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.

D'Amico, A. A., L. Sanguinetti, and D. P. Palomar, "Convex separable problems with linear and box constraints", ICASSP , 2014.

D'Amico, A. A., L. Sanguinetti, and D. P. Palomar, "Convex separable problems with linear and box constraints in signal processing and communications", IEEE Transactions on Signal Processing, vol. 62, issue 22, 2014.

Rose, L., Decisional process for ad hoc networks, 2014.

Björnson, E., L. Sanguinetti, J. Hoydis, and M. Debbah, "Designing Multi-User MIMO for Energy Efficiency: When is Massive MIMO the Answer?", IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, 2014.

Passemier, D., A. Kammoun, and M. Debbah, "DETECTION AND ESTIMATION OF SPIKES IN PRESENCE OF NOISE AND INTERFERENCE", EW2014, 2014.

Bacci, G., E V. Belmega, and L. Sanguinetti, "Distributed Energy-Efficient Power and Subcarrier Allocation for OFDMA-Based Small Cells", ICC, 06/2014.

stupia, I., L. Sanguinetti, G. Bacci, and L. Vandendorpe, "Distributed Energy-Efficient Power Optimization for Relay-Aided Heterogeneous Networks", International Workshop on Wireless Networks (WiOpt - WCN), Hammamet, Tunisia, May, 2014.

Bacci, G., E V. Belmega, and L. Sanguinetti, "Distributed energy-efficient power optimization in cellular relay networks with minimum rate constraints", ICASSP, 2014.

Andreotti, R., L. Marchetti, L. Sanguinetti, and M. Debbah, "Distributed power control over interference channels using ACK/NACK feedbacks", Globecom, Austin, Texas, 2014.

Moustakas, A. L., L. Sanguinetti, and M. Debbah, Effects of Mobility on User Energy Consumption and Total Throughput in a Massive MIMO System, Hobart, Tasmania, Australia, IEEE Information Theory Workshop (ITW), 2014.

Müller, A., A. Kammoun, E. Björnson, and M. Debbah, "Efficient Linear Precoding for Massive MIMO Systems using Truncated Polynomial Expansion", IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), Coruna, Spain, 06/2014.

Sanguinetti, L., A. Moustakas, E. Björnson, and M. Debbah, "Energy Consumption in Multi-user MIMO Systems: Impact of User Mobility", ICASSP, Florence, Itlaly, 2014.

Li, H., L. Song, and M. Debbah, "Energy Efficiency of Large-Scale Multiple Antenna Systems with Transmit Antenna Selection", IEEE transactions on Communications , vol. 62, issue 2, pp. 638-647, 02/2014.

Zhang, X., M. Matthaiou, M. Coldrey, and E. Björnson, "Energy Efficiency Optimization in Hardware-Constrained Large-Scale MIMO Systems", International Symposium on Wireless Communication Systems (ISWCS), 08/2014.

Bacci, G., E V. Belmega, P. Mertikopoulos, and L. Sanguinetti, "Energy-Aware Competitive Link Adaptation in Small-Cell Networks", International Workshop on Resource Allocation in Wireless Networks (WiOpt - RAWNET), Hammamet, Tunisia, May, 2014.

Mari, M D., E C. Strinati, and M. Debbah, "Energy-Efficiency and Future Knowledge Tradeoff in Small Cells Prediction-Based Strategies", 5th International Workshop on Indoor and Outdoor Small Cells(collocated with WiOpt 2014), Hammamet, Tunisia, 2014.

Zhang, X., M. Matthaiou, E. Björnson, and M. Coldrey, "Impact of Residual Transmit RF Impairments on Training-Based MIMO Systems", IEEE International Conference on Communications (ICC), Sydney, Australia, 2014.

Pantisano, F., M. Bennis, W. Saad, M. Debbah, and M. Latva-aho, "Improving Macrocell - Small Cell Coexistence through Adaptive Interference Draining", IEEE Transactions on Wireless Communications, vol. 13, issue 2, 02/2014.

Pantisano, F., M. Bennis, W. Saad, and M. Debbah, "In-Network Caching and Content Placement in Cooperative Small Cell Networks", 1st International Conference on 5G for Ubiquitous Connectivity (5GU), Levi, Finland, 2014.

Maham, B., W. Saad, M. Debbah, and Z. Han, "Interference Analysis and Management for Spatially Reused Cooperative Multihop Wireless Networks", IEEE Transactions on Communications, 10/2014.

katz, G., P. Piantanida, R. Couillet, and M. Debbah, "Joint Estimation and Detection Against Independence", Fifty-second Allerton Conference on Communication, Control, and Computing, Allerton, IL, USA, 2014, 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.

Hamidouche, K., E. Baştuğ, M. Bennis, and M. Debbah, "Le caching proactif dans les réseaux cellulaires 5G", La Revue de l'Electricité et de l'Electronique (REE), vol. 2014-4, 2014.

Iutzeler, F., P. Bianchi, P. Ciblat, and W. Hachem, "Linear Convergence Rate for Distributed Optimization with the Alternating Direction Method of Multipliers", IEEE Conference on Decision and Control (CDC), 2014.

Kammoun, A., A. Müller, E. Björnson, 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, pp. 861-875, 11/2014.

Baştuğ, E., M. Bennis, and M. Debbah, "Living on the Edge: The role of Proactive Caching in 5G Wireless Networks", IEEE Communications Magazine, vol. 52, no. 8, pp. 82 - 89, 2014.

Kammoun, A., A. Müller, E. Björnson, and M. Debbah, "Low-Complexity Linear Precoding for Multi-Cell Massive MIMO Systems", European Signal Processing Conference (EUSIPCO), Lisbon, 09/2014.

Shariati, N., E. Björnson, M. Bengtsson, and M. Debbah, "Low-Complexity Polynomial Channel Estimation in Large-Scale MIMO with Arbitrary Statistics", IEEE Journal of Selected Topics in Signal Processing, vol. 8, no. 5, pp. 815-830, 11/2014.

Hamidouche, K., W. Saad, and M. Debbah, "Many-to-Many Matching Games for Proactive Social-Caching in Wireless Small Cell Networks", WNC3 Workshop, International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), Hammamet, Tunisia, [Invited], 2014.

Achir, N., M. Debbah, and P. Muhlethaler, Massive MIMO Cooperative Communications for Wireless Sensor Networks: Throughput and Energy Efficiency Analysis, Washington D.C, USA, 2014 IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC), 2014.

Björnson, E., M. Matthaiou, and M. Debbah, "Massive MIMO Systems with Hardware-Constrained Base Stations", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, Italy, 05/2014.

Björnson, E., J. Hoydis, M. Kountouris, and M. Debbah, "Massive MIMO Systems with Non-Ideal Hardware: Energy Efficiency, Estimation, and Capacity Limits", IEEE Transactions on Information Theory, vol. 60, issue 11, pp. 7112-7139, 11/2014.

Zhang, X., M. Matthaiou, E. Björnson, M. Coldrey, and M. Debbah, "On the MIMO Capacity with Residual Transceiver Hardware Impairments", IEEE International Conference on Communications (ICC), Sydney, Australia, 2014.

Yang, L., R. Couillet, and M. McKay, "Minimum variance portfolio optimization with robust shrinkage covariance estimation", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2014.

Björnson, E., E. Jorswieck, M. Debbah, and B. Ottersten, "Multi-Objective Signal Processing Optimization: The way to Balance Conflicting Metrics in 5G Systems", IEEE Signal Processing Magazine (Special Issue on Signal Processing for the 5G Revolution), vol. 31, no. 4, pp. 142-148, 2014.

Karadimitrakis, A., A. L. Moustakas, and M. Debbah, "Optical MIMO: Results and Analysis", Eleventh International Symposium on Wireless Communication Systems, Barcelona, Spain , 2014.

Perabathini, B., M. Kountouris, M. Debbah, and A. Conte, "Optimal Area Power Efficiency in Cellular Networks", Globecom - 2nd Workshop on Green Broadband access: energy efficient wireless and wired network solutions, Austin, Texas, 2014.

Sanguinetti, L., E. Björnson, M. Debbah, and A. L. Moustakas, "Optimal Linear Precoding in Multi-User MIMO Systems: A Large System Analysis", Globecom , Austin, Texas, Globecom, 2014.

Björnson, E., M. Bengtsson, and B. Ottersten, "Optimal Multiuser Transmit Beamforming: A Difficult Problem with a Simple Solution Structure", IEEE Signal Processing Magazine, vol. 31, no. 4, pp. 142-148, 07/2014.

Björnson, E., E. larsson, and M. Debbah, "Optimizing Multi-Cell Massive MIMO for Spectral Efficiency: How Many Users Should Be Scheduled?", IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, USA, 2014.

Karadimitrakis, A., A. L. Moustakas, and P. Vivo, "Outage Capacity for the Optical MIMO Channel", IEEE Transactions information theory, vol. 60, issue 7, pp. 4370-4382, 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.

Perabathini, B., V. S. Varma, M. Debbah, M. Kountouris, and A. Conte, "Physical Limits of Point-To-Point Communication Systems", Workshop on Physics-Inspired Paradigms in Wireless Communications and Networks, co-located with WiOpt 2014, Hammamet, Tunisia , 2014.

Sifaou, H., A. Kammoun, L. Sanguinetti, M. Debbah, and M. Alouini, "Power Efficient Low Complexity Precoding for Massive MIMO Systems", GlobalSIP , Atlanta, USA, 2014.

Rose, L., E V. Belmega, W. Saad, and M. Debbah, "Pricing in Heterogeneous Wireless Networks : Hierarchical Games and Dynamics", IEEE Transactions on Wirelesss Communications, vol. 13, issue 9, 05/2014.

Destounis, A., M. Assaad, M. Debbah, B. Sayadi, and A. Feki, "On Queue-Aware Power Control in Interfering Wireless Links: Heavy Traffic Asymptotic Modelling and Application in QoS Provisioning", IEEE Transactions on Mobile Computing, vol. 13, issue 10, pp. 2345-2356, Oct. 2014.

Müller, A., Random Matrix Analysis of Future Multi Cell MU-MIMO Networks, 11/2014.

Zwingelstein-Colin, M., and M. Debbah, "Random Matrix Theory Based Resource Allocation In Correlated MIMO Systems With ARQ Feedback", IEEE Communications Letters, vol. 18, issue 5, pp. 793-796, 05/2014.

Maso, M., E. Baştuğ, L. S. Cardoso, M. Debbah, and O. Ozdemir, "Reconfigurable Cognitive Transceiver for Opportunistic Networks", EURASIP Journal on Advances in Signal Processing, vol. 2014, no. 1, 05/2014.

Makki, B., T. Svensson, and M. Debbah, "Reinforcement-based data transmission in temporally-correlated fading channels: Partial CSIT scenario", The eleventh international Symposium on Wireless Communication Systems, Barcelona, Spain, 2014.

Makki, B., T. Svensson, and M. Debbah, "Reinforcement-based data transmission in temporally-correlated fading channels: Partial CSIT scenario", Eleventh International Symposium on Wireless Communication Systems, Barcelona, Spain, 2014.

Nhat, N. Hong, V N Q. Bao, N. Linh Trung, and M. Debbah, "Relay selection in two-way relaying network with the presence of hardware impairment at relay transceiver", The International Conference on Advanced Technologies for Communications , Hanoi, Vietnam, The International Conference on Advanced Technologies for Communications , 2014.

Moretti, M., L. Sanguinetti, and X. Wang, "Resource Allocation for Power Minimization in the Downlink of Spatial Multiplexing MIMO-OFDMA systems with QoS constraints", IEEE Trans. Veh. Technol., April 2014, 2014.

Couillet, R., and M. McKay, "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.

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.

Kammoun, A., and R. Couillet, "Robust G-MUSIC", European Signal Processing Conference (EUSIPCO'14),, Lisbon, Portugal, 2014.

Baştuğ, E., M. Bennis, and M. Debbah, "Social and Spatial Proactive Caching for Mobile Data Offloading", Small Cell and 5G Networks (SmallNets) workshop in conjuction with IEEE International Conference on Communications (ICC), Sydney, Australia, 2014.

Bianchi, P., W. Hachem, and F. Iutzeler, "A Stochastic Coordinate Descent Primal-Dual Algorithm And Applications", IEEE International Workshop on Machine Learning for Signal Processing (MLSP) , 2014.

Kammoun, A., H. Khanfir, Z. Altman, M. Debbah, and M. Kamoun, "Survey on 3D channel modeling : From theory to standardization", IEEE Journal on Selected Areas in Communications , vol. 323, issue 6, pp. 1219–1229, 06/2014.

Pappas, N., and M. Kountouris, "Throughput of a Cognitive Radio Network under Congestion Constraints: A Network-Level Study", CROWNCOM (invited), Oulu, Finland, 2014.

Nardelli, P. H. J., M. Kountouris, P. Cardieri, and M. Latva-aho, "Throughput Optimization in Wireless Networks under Stability and Packet Loss Constraints", IEEE Trans. Mobile Computing, vol. 13, issue 8, pp. 1883-1895, 08/2014.

Destounis, A., Traffic-Aware Resource Allocation and Feedback Design in Wireless Networks: Supélec, 2014.

Destounis, A., M. Assaad, M. Debbah, and B. Sayadi, "Traffic-Aware Training and Scheduling for the 2-user MISO Broadcast Channel", IEEE International Symposium on Information Theory (ISIT), Honolulu, HI, USA, 2014.

Mari, M D., E C. Strinati, and M. Debbah, "Two-regimes interference classifier: an interference-aware resource allocation algorithm", IEEE Wireless Communications and Networking Conference (WCNC), Istanbul, Turkey, 2014.

Varma, V. S., S. E. Elayoubi, and M. Debbah, User assisted beam-forming for home based antennas, no. 200313FR01-DM/MFR, 2014.

Brandt, R., E. Björnson, and M. Bengtsson, "Weighted Sum Rate Optimization for Multicell MIMO Systems with Hardware-Impaired Transceivers", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 05/2014.

Rose, L., S M. Perlaza, C L. J. Martret, and M. Debbah, "Achieving Pareto Optimal Equilibria in Energy Efficient Clustered Ad Hoc Networks", ICC, Budapest, Hungary, 2013.

Müller, A., E. Björnson, R. Couillet, and M. Debbah, "Analysis and Management of Heterogeneous User Mobility in Large-scale Downlink Systems", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 2013.

Hoydis, J., R. Couillet, and P. Piantanida, "Bounds on the Second-Order Coding Rate of the MIMO Rayleigh Block-Fading Channel", ISIT, 2013.

Björnson, E., P. Zetterberg, M. Bengtsson, and B. Ottersten, "Capacity Limits and Multiplexing Gains of MIMO Channels with Transceiver Impairments", IEEE Communications Letters, vol. 17, no. 1, pp. 91-94, 2013.

Maso, M., L. S. Cardoso, M. Debbah, and L. Vangelista, "Cognitive Orthogonal Precoder for Two-tiered Networks Deployment", IEEE Journal on Selected Areas in Communications: Cognitive Radio Series, pp. 2338 - 2348, 11/2013.

Rose, L., R. Massin, L. Vijayandran, M. Debbah, and C. J. Le Martret, "CORASMA Program on Cognitive Radio for Tactical Networks: High Fidelity Simulator and First Results on Dynamic Frequency Allocation", Military Communications Conference 2013, , San Diego, US, 11/2013.

Zhou, M., L. Zhang, L. Song, and M. Debbah, "A differential Feedback Scheme Exploiting the Temporal and Spectral Correlation", IEEE Transactions on Vehicular Technology , vol. 62, issue 9, pp. 4701-4707, 11/2013.

Maso, M., M. Debbah, and L. Vangelista, "A Distributed Approach to Interference Alignment in OFDM-based Two-tiered Networks", Transactions on Vehicular Technology, special section on Self-Organizing Radio Networks, vol. 62, issue 5, pp. 1935 - 1949, 06/2013.

Varma, V. S., S E. Elayoubi, M. Debbah, and S. Lasaulce, "On the Energy Efficiency of Virtual MIMO Systems", IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, London, UK, 2013.

Lakshminarayana, S., M. Assaad, and M. Debbah, "Energy Efficient Design in MIMO Multi-cell Systems with Time Average QoS Constraints", IEEE International Workshop on Signal Processing Advances for Wireless Communications (SPAWC), Darmstadt, Germany, 2013.

Varma, V. S., S. Lasaulce, M. Debbah, and S E. Elayoubi, "An Energy Efficient Framework for the Analysis of MIMO Slow Fading Channels", IEEE Transactions on Signal Processing , 2013.

Perlaza, S M., S. Lasaulce, and M. Debbah, "Equilibria of Channel Selection Games in Parallel Multiple Access Channels", EURASIP Journal in Wireless Communications, vol. 2013, no. 15, 01/2013.

Maso, M., Flexible Cognitive Small-cells for Next Generation Two-tiered Networks: Supélec, 2013.

Azarian, S., and M. Debbah, "Flexicells and sdr4all - a cognitive radio test bed", 9th International Workshop on Systems, Signal Processing and their Applications (WOSSPA), Algiers, Algeria, 05/2013.

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.

Cardoso, L. S., M. Maso, and M. Debbah, "A Green Approach to Femtocells Capacity Improvement by Recycling Wasted Resources", WCNC, Shanghai, China, 2013.

Varma, V. S., S. Lasaulce, M. Debbah, and S E. Elayoubi, "Green Power Control for large MIMO systems", GRETSI 2013, Brest, France, 2013.

Björnson, E., J. Hoydis, M. Kountouris, and M. Debbah, "Hardware Impairments in Large-scale MISO Systems: Energy Efficiency, Estimation, and Capacity Limits", Special Session on Signal Processing and Optimization for Green Energy and Green Communications, DSP 2013, Santorini, Greece, 2013.

Pappas, N., and M. Kountouris, "HetNets and Massive MIMO: Modeling, Potential Gains, and Performance Analysis", APWC, Special Session on Advances in Physical Layer Wireless Communications (invited), Torino, Italy, 09/2013.

Lakshminarayana, S., M. Assaad, and M. Debbah, "H-Infinity Control Based Scheduler for the Deployment of Small Cell Networks", Elsevier Performance Evaluation Journal, vol. 70, issue 7-8, pp. 513–527, 07/2013.

Björnson, E., A. Papadogiannis, M. Matthaiou, and M. Debbah, "On the Impact of Transceiver Impairments on AF Relaying", International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 05/2013.

Pantisano, F., M. Bennis, W. Saad, M. Debbah, and M. Latva-aho, "Improving Macrocell-Femtocell Coexistence through Adaptive Interference Draining", IEEE Transactions on Wireless Communications (2013), 2013.

Reznik, A., Y. Shah, L. Luzzi, and M. Debbah, "Information-Theoretic Security in Wireless Systems", Security Technologies for an Ambient Lifestyle: Wiley, 2013.

Maham, B., W. Saad, M. Debbah, and Z. Han, "Interference Analysis for Spatial Reused Cooperative Multihop Wireless Networks", International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), London, UK, 2013.

Rose, L., C. J. Le Martret, and M. Debbah, "Joint Channel and Power Allocation in Tactical Cognitive Networks: Enhanced Trial and Error", Military Communications and Information Systems Conference (2013), Saint-Malo, France, IEEE, 10/2013.

Couillet, R., F. Pascal, and J. W. Silverstein, "A Joint Robust Estimation and Random Matrix Framework with Application to Array Processing", ICASSP, 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.

Shariati, N., E. Björnson, M. Bengtsson, and M. Debbah, "Low-Complexity Channel Estimation in Large-Scale MIMO using Polynomial Expansion", IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), London, UK, 2013.

Hosseini, K., J. Hoydis, S. ten Brink, and M. Debbah, "Making Smart Use of Excess Antennas: Massive MIMO, Small Cells, and TDD", Bell Labs Technical Journal, issue on Next-Generation Wireless Technologies, vol. 18, issue 2, 09/2013.

Hosseini, K., J. Hoydis, S. ten Brink, and M. Debbah, "Massive MIMO and Small Cells: How to Densify Heterogeneous Networks", ICC, Budapest, Hungary, 2013.

Björnson, E., M. Kountouris, and M. Debbah, "Massive MIMO and Small Cells: Improving Energy Efficiency by Optimal Soft-Cell Coordination", International Conference on Telecommunications (ICT), Casablanca, Morocco, IEEE, 2013.

Hoydis, J., S. ten Brink, and M. Debbah, "Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need?", IEEE Journal on Selected Areas in Communications - Large-Scale Multiple Antenna Wireless Systems (2013), vol. 32, issue 2, pp. 160-171, 02/2013.

Pantisano, F., M. Bennis, W. Saad, S. Valentin, and M. Debbah, "Matching with Externalities for Context-Aware User-Cell Association in Small Cell Networks", Globecom, Atlanta, GA, USA, 2013.

Destounis, A., B. Sayadi, M. Debbah, and M. Assaad, Method and device for transmitting buffered data from a base station of a wireless communication network to user equipments, no. EP20130163573 20130412, filed 12/04/2013, European Patent, 2013.

Pappas, N., M. Kountouris, J. Jeon, A. Ephremides, and A. Traganitis, "Network-Level Cooperation in Energy Harvesting Wireless Networks", GlobalSIP, Symposium on Energy Harvesting and Green Wireless Communications (invited), Austin, TX, 12/2013.

Björnson, E., M. Matthaiou, and M. Debbah, "A New Look at Dual-Hop Relaying: Performance Limits with Hardware Impairments", IEEE Transactions on Communications, vol. 51, no. 11, pp. 4512-4525, 2013.

Björnson, E., and E. Jorswieck, "Optimal Resource Allocation in Coordinated Multi-Cell Systems", Foundations and Trends® in Communications and Information Theory, vol. 9, no. 2-3, pp. 113-381, 2013.

Varma, V. S., S. E. Elayoubi, M. Debbah, and S. Lasaulce, Optimal Selection of Antennas and Smart Sleep Mode implementation, no. Orange Patent, invention No 81239865, filed, 2013.

Silva, A., H. Tembine, E. Altman, and M. Debbah, "Optimum and equilibrium in assignment problems with congestion: mobile terminals association to base stations", IEEE Transactions on Automatic Control, vol. 58, issue 8, pp. 2018-2031, 08/2013.

Mohaisen, M., A. Mohaisen, and M. Debbah, "Parallel QRD-M Encoder for Multi-user MIMO Systems", Telecommunication System , 08/2013.

Kammoun, A., and K. Abed-Meraim, "Performance Analysis and Optimal Power Allocation for Linear Receivers based on superimposed training", Eurasip, 09/2013.

Khan, F. A., M. Debbah, K. Tourki, and M.-S. Alouini, "Performance of Fading Multi-user Diversity for Underlay Cognitive Networks", ICASSP, Vancouver, Canada, 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.

Baştuğ, E., A. Menafoglio, and T. Okhulkova, "Polynomial Chaos Expansion for an Efficient Uncertainty and Sensitivity Analysis of Complex Numerical Models", ESREL 2013, Amsterdam, Netherlands, 2013.

Baştuğ, E., J-L. Guénégo, and M. Debbah, "Proactive Small Cell Networks", 20th International Conference on Telecommunications (ICT), Casablanca, Morocco, 05/2013.

Pantisano, F., M. Bennis, W. Saad, S. Valentin, M. Debbah, and A. Zappone, "Proactive User Association in Small Cell Networks via Collaborative Filtering", Asilomar Conference on Signals, Systems, and Computers, CA, USA, 11/2013.

Hoydis, J., and M. Debbah, "Random Matrix Methods for Cooperation in Dense Networks", Femtocell Networks: Deployment, PHY Techniques, and Resource Management: Cambridge University Press, 2013.

Destounis, A., M. Assaad, M. Debbah, and B. Sayadi, "A Randomized Probing Scheme for Increasing the Stability Region of Multicarrier Systems", IEEE International Symposium on information Theory, Istanbul, Turkey, 2013.

Tembine, H., and M. Debbah, "Reacting to Interference: A mean field Stochastic Game Approach", Mechanisms and Games for Dynamic Spectrum Allocation: Cambridge University Press, 2013.

Mays, A., "A real quaternion spherical ensemble of random matrices", Journal of Statistical Physics , vol. 153, issue 1, pp. 48-69, 2013.

Björnson, E., M. Kountouris, M. Bengtsson, and B. Ottersten, "Receive Combining vs. Multi-Stream Multiplexing in Downlink Systems with Multi-Antenna Users", IEEE Transactions on Signal Processing, vol. 61, issue 13, pp. 3431-3446, 2013.

Bao, V N Q., N. Linh-Trung, and M. Debbah, "Relay Selection Schemes for Dual-Hop Networks under Security Constraints with Multiple Eavesdroppers", IEEE Transactions on Wireless Communications, vol. 12, issue 11, 11/2013.

Simsek, M., M. Bennis, M. Debbah, and A. Czylwik, "Rethinking Offload: How to intelligently combine Wi-Fi and Small Cells?", ICC, Budapest, Hungary, 2013.

Sankar, L., W. Trappe, K. Ramachandran, V. H. Poor, and M. Debbah, "The role of Signal Processing in Meeting Cyber-Security and Privacy Challenges", Signal Processing Magazine, Special Issue on Signal Processing for Cyber-security and Privacy, vol. 30, issue 5, pp. 95 - 106, 09/2013.

Kavitha, V., S. Ramanath, and M. Debbah, "Satisfying Demands in a Multicellular Network: A Universal Power Allocation Algorithm", Elseiver Computer Communications Journal, vol. 36, issue 12, pp. 1373–1386, 2013.

Geraci, G., R. Couillet, J. Yuan, M. Debbah, and I. B. Collings, "Secrecy Sum-Rates with Regularized Channel Inversion Precoding Under Imperfect CSI at the Transmitter", ICASSP, Vancouver, Canada, 2013.

Rose, L., S M. Perlaza, C. J. Le Martret, and M. Debbah, "Self-Organization in Decentralized Networks: A Trial and Error Learning Approach", IEEE Transactions on Wireless Communications , vol. 12, issue 12, 12/2013.

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.

Nai, S E., T. Q. S. Quek, M. Debbah, and A. Huang, "Slow admission and power control for small cell networks via distributed optimization", WCNC 2013, Shangai, China, 2013.

Quek, T. Q. S., G. de la Roche, I. Güvenç, and M. Kountouris, Small Cell Networks: Deployment, PHY Techniques, and Resource Management: Cambridge University Press, 2013.

Kammoun, A., C. Lelandais-Perrault, and M. Debbah, "SNR Efficient Approach for the Design of Hybrid Filter Bank A/D Converters", ICASSP, Vancouver, Canada, 2013.

Marzetta, T. L., G. Caire, M. Debbah, C-L. I, and S. K. Mohammed, "Special Issue on Massive MIMO", Journal Of Communications And Networks, vol. 15, no. 4, 08/2013.

Pappas, N., M. Kountouris, A. Ephremides, and A. Traganitis, "On the Stability Region of a Relay-Assisted Multiple Access Scheme", ITW (invited), Seville, Spain, 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.

Destounis, A., M. Assaad, M. Debbah, and B. Sayadi, "A traffic aware joint CQI feedback and scheduling scheme for multichannel downlink systems in TDD feedback mode", PIMRC 2013, London, United Kingdom, 2013.

Lakshminaryana, S., M. Assaad, and M. Debbah, "Transmit Power Minimization in Small Cell Networks Under Time Average QoS Constraints", Journal on Selected Areas in Communications (JSAC) - Special Issue on Recent Advances in Heterogenous Cellular Networks, vol. 33, issue 10, pp. 2087 - 2103, 10/2015, 2013.

Matthaiou, M., A. Papadogiannis, E. Björnson, and M. Debbah, "Two-way Relaying under the Presence of Relay Transceiver Hardware", IEEE Communications Letters, vol. 17, issue 6, pp. 1136-1139, 2013.

Cardoso, L. S., M. Kobayashi, F. R. P. Cavalcanti, and M. Debbah, "Vandermonde-Subspace Frequency Division Multiplexing for Two-Tiered Cognitive Radio Networks", IEEE Transactions on Wireless Communications, vol. 61, issue 6, 06/2013.

Bennis, M., M. Simsek, W. Saad, S. Valentin, M. Debbah, and A. Czylwik, "When Cellular Meets WiFi in Wireless Small Cell Networks", IEEE Communications Magazine , vol. 51, issue 6, 06/2013.

Hoydis, J., A. Müller, R. Couillet, and M. Debbah, "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.

Maham, B., A. Behnad, and M. Debbah, "Analysis of Outage Probability and Throughput for Half-Duplex Hybrid-ARQ Relay Channels", IEEE Transactions on Vehicular Technology, vol. 61, issue 7, pp. 3061 - 3070, 09/2012.

Linh-Trung, N., V N Q. Bao, P. Duhamel, and M. Debbah, "Challenging Issues in Multimedia Transmission over Wireless Networks based on Network Coding", IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Ho Chi Minh City, Vietnam, 2012.

Rose, L., C L. J. Martret, and M. Debbah, "Channel and Power Allocation Algorithms for Ad-Hoc Clustered Networks", Military Communications and Information Systems Conference, Gdansk, Poland, 2012.

Maso, M., L. S. Cardoso, M. Debbah, and L. Vangelista, "Channel Estimation Impact for LTE Small Cells based on MU-VFDM", WCNC 2012, Paris, France, 2012.

Baştuğ, E., J-L. Guénégo, and M. Debbah, "Cloud Storage for Small Cell Networks", IEEE International Conference on Cloud Networking (CloudNet), Paris, France, 2012.

Maso, M., L. S. Cardoso, M. Debbah, and L. Vangelista, "Cognitive Interference Alignment for OFDM Two-Tiered Networks", Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cesme, Turkey, 2012.

Hoydis, J., S. ten Brink, and M. Debbah, "Comparison of Linear Precoding Schemes for the Massive MIMO Downlink", ICC, Ottawa, Canada, 2012.

Khanafer, A., W. Saad, T. Başar, and M. Debbah, "Competition in Femtocell Networks: Strategic Access Policies in the Uplink", ICC, Ottawa, Canada, 2012.

Mari, M D., R. Couillet, E C. Strinati, and M. Debbah, "Concurrent data transmissions in green wireless networks: when best send one’s packets", International Symposium on Wireless Communication Systems, Paris, France, 2012.

Lakshminarayana, S., "Cross Layer Design in MIMO Multi-cell Systems", Supélec, 2012.

Varma, V. S., S. Lasaulce, Y. Hayel, S E. Elayoubi, and M. Debbah, "Cross-Layer Design for Green Power Control", ICC, Ottawa, Canada, 2012.

Akoum, S., C. S. Chen, M. Debbah, and R H. W. Jr., "Data Sharing Coordination and Blind Interference Alignment for Cellular Networks", IEEE GLOBECOM, California, USA, 2012.

Mertikopoulos, P., E V. Belmega, A. L. Moustakas, and S. Lasaulce, "Distributed Learning Policies for Power Allocation in Multiple Access Channels", IEEE Journal on Selected Areas in Communications, vol. 30, issue 1, pp. 96 - 106, 2012.

Rose, L., S M. Perlaza, M. Debbah, and C L. J. Martret, "Distributed Power Allocation with SINR Constraints Using Trial and Error Learning", WCNC, Paris, France, 2012.

Rose, L., E V. Belmega, W. Saad, and M. Debbah, "Dynamic Service Selection Games in Heterogeneous Small Cell Networks with Multiple Providers", International Symposium on Wireless Communication Systems, Paris, France, 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.

Varma, V. S., E V. Belmega, S. Lasaulce, and M. Debbah, "Energy Efficient Communications in MIMO Wireless Channels: Information Theoretical Limits", Green Communications: Theoretical Fundamentals, Algorithms, and Applications: CRC Press, 2012.

Lakshminarayana, S., B. Li, M. Assaad, A. Eryilmaz, and M. Debbah, "A Fast-CSMA Based Distributed Scheduling Algorithm under SINR Model", ISIT 2012, Cambridge, USA, 07/2012.

Varma, V. S., S E. Elayoubi, S. Lasaulce, and M. Debbah, "A Flow Level Perspective on Base Station Power Allocation in Green Networks", Valuetools 2012, 2012.

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

Bennis, M., S M. Perlaza, and M. Debbah, "Game Theory and Femtocell Communications: Making Network Deployment Feasible", Femtocell Communications and Technologies: Business Opportunities and Deployment Challenges, USA, IGI Global, 2012.

Destounis, A., M. Assaad, M. Debbah, B. Sayadi, and A. Feki, "A Heavy Traffic Approach for Queue-Aware Power Control in Interfering Wireless Links", Proc. IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Cesme, Turkey, 2012.

Destounis, A., M. Assaad, M. Debbah, B. Sayadi, and A. Feki, "Heavy Traffic Asymptotic Approach for Video Streaming over Small Cell Networks with Imperfect State Information", WWRF, Piraeus, Greece, 03/2012.

Pantisano, F., M. Bennis, W. Saad, M. Debbah, and M. Latva-aho, "On the Impact of Heterogeneous Backhauls on Coordinated Multipoint Transmission in Femtocell Networks", ICC, Ottawa, Canada, 2012.

Abdellaoui, E. S., M. Debbah, Y. Fakhri, and D. Aboutajdine, "Increasing Network Lifetime in an Energy-Constrained Wireless Sensor Network", International Journal of Sensor Networks (IJSNET), 2012.