Publications

Thesis (HDR, PhD) 

[HDR] E.V. Belmega, “Contributions to energy-efficient wireless communications exploiting games, online optimization and learning (Contributions aux communications sans fil efficaces en énergie exploitant la théorie des jeux, l'optimisation en ligne et l'apprentissage)”, HDR Thesis, Université de Cergy-Pontoise, France, Mar. 29th, 2019 [slides].

[PhD] E.V. Belmega, “On resource allocation problems in distributed MIMO wireless networks (Problèmes d'allocation des ressources dans les réseaux MIMO sans fil distribués)”, Ph.D. Dissertation, Université Paris Sud-11, Dec. 14th, 2010 [slides].

Editorials (1)

[E1] E.V. Belmega, D. Ciuonzo, M. Debbah, L. Lampe, D-T. Phan Thuy, T. Routtenberg, and C. Yuen,  "Pervasive, Efficient, and Smart Signal Processing for IoT", Guest Editorial, SI of the IEEE IoT Magazine, Dec. 2022. 

Journal Papers (30)

[J30]  I. Sbeity, C. Villien, B. Denis, E. V. Belmega, "LSTM-Based GNSS Localization using Satellite Measurement Features jointly with Pseudorange Residuals", Accepted paper,  MDPI Sensors, Special Issue on Selected Papers from 13th International Conference on Localization and GNSS 2023 (ICL-GNSS 2023),  Jan. 2024.

*** 2020-2023 ***

[J29] H. El Hassani, A. Savard, E.V. Belmega, and R.C. de Lamare,  "Multi-user downlink NOMA systems aided by an ambient backscatter device: achievable rate region and energy-efficiency maximization", IEEE Trans. on Green Commun.  and Networking, vol. 7, no. 3, pp. 1135-1148, Mar. 2023. 

[J28] I. Chafaa, R. Negrel, E.V. Belmega, and M. Debbah, "Self-supervised deep learning for mmWave beam steering exploiting sub-6 GHz channels", IEEE Trans. on Wireless Commun., vol. 21, no. 10, pp. 8803-8816, May 2022.

[J27] M. Mitev, A. Chorti, E.V. Belmega, and H. V. Poor, "Protecting physical layer secret key generation from active attacks", invited paper, Entropy, Special Issue on Pysical-Layer Security, Quantum Key Distribution and Post-quantum cryptography, Jul. 2021.

[J26] S. Lakshminarayana, E.V. Belmega, and H. V. Poor, "Moving-Target Defense Against Cyber-Physical Attacks in Power Grids via Game Theory", IEEE Trans. on Smart Grids, vol. 12, no. 6, pp. 5244 - 5257, Nov. 2021. Top 5 papers recognition in 2022!

[J25] H. El Hassani, A. Savard, and E.V. Belmega,  "Adaptive NOMA in time-varying wireless networks with no CSIT/CDIT relying on a 1-bit feedback", IEEE Wireless Commun. Lett., vol. 10, no. 4, pp. 750-754, Apr. 2021. 

[J24] I. Chafaa, E.V. Belmega, and M. Debbah, "One-bit Feedback exponential learning for beam alignment in mobile mmWave", IEEE Access, pp.194575-194589, Oct. 2020.

[J23] O. Bilenne, P. Mertikopoulos, and E.V. Belmega, "Fast Optimization with Zeroth-order Feedback in Distributed Multi-User MIMO Systems", IEEE Trans. on Signal Processing, vol. 68, pp.6085-6100, Oct. 2020.

[J22] A. Savard, and E.V. Belmega, "Full-duplex Relaying for Opportunistic Spectrum Access under an Overall Power Constraint", IEEE Access, pp. 168262-168272, Sep. 2020.

*** 2016-2019 ***

[J21] A. Marcastel, E.V. Belmega, P. Mertikopoulos, and I. Fijalkow, "Online power optimization in feedback-limited, dynamic and unpredictable IoT networks", IEEE Trans. on Signal Processing, vol. 67, no. 11, pp. 2987-3000, Jun. 2019.

[J20] G. Rezgui, E.V. Belmega, and A. Chorti, "Mitigating jamming attacks using energy harvesting", IEEE Wireless Commun. Lett., vol. 8, no. 1, pp. 297-300, Feb. 2019. 

[J19] E.V. Belmega, and A. Chorti,  "Protecting Secret Key Generation Systems Against Jamming: Energy Harvesting and Channel Hopping Approaches", IEEE Trans. on Information Forensics & Security, vol. 12, no. 11, pp. 2611 - 2626  Nov. 2017.

[J18] P. Mertikopoulos, E.V. Belmega, R. Negrel, and L. Sanguinetti, "Distributed stochastic optimization via matrix exponential learning", IEEE Trans. on Signal Processing, vol. 65, no. 9, pp. 2277-2290, May 2017.

[J17] R. Masmoudi, E.V. Belmega, and I. Fijalkow, "Efficient Spectrum Scheduling and Power Management for Opportunistic Users", EURASIP Journal on Wireless Communications and Networking (JWCN), vol. 2016:97, pp. 1-19, Apr. 2016.

[J16] P. Mertikopoulos, and E.V. Belmega, "Learning to be green: robust energy efficiency maximization in dynamic MIMO-OFDM systems", IEEE Journal on Selected Areas in Communication,  Special Issue on Energy-Efficient Techniques for 5G Wireless Communication Systems, vol. 34, no. 4, pp. 743 - 757, Apr. 2016.

[J15] S. Gupta, E.V. Belmega, and M. A. Vasquez-Castro, "Game theoretical analysis of rate adaptation protocols conciliating QoS and QoE", EURASIP Journal on Wireless Communications and Networking (JWCN), Special Issue on System Level Modeling in Future Wireless Communications, vol. 2016:75, pp.1-18, Mar. 2016.

 *** 2012-2015 ***

[J14] E.V. Belmega, L. Sankar and H. V. Poor, "Enabling Data Exchange in Two-Agent Interactive Systems under Privacy Constraints", IEEE Journal of Selected Topics in Signal Processing, Special Issue on Signal and Information Processing for Privacy, vol. 9, no. 7, pp. 1285 - 1297, Oct. 2015.

[J13] G. Bacci, E.V. Belmega, P. Mertikopoulos, and L. Sanguinetti, "Energy-Aware Competitive Power Allocation for Heterogeneous Networks Under QoS Constraints", IEEE Trans. on Wireless Communications, vol. 14, no. 9, pp. 4728 - 4742, Sep. 2015. [Extended Proofs]

[J12] A.M. Masucci, E.V. Belmega, and I. Fijalkow, "Optimal Blockwise Subcarrier Allocation Policies in Single Carrier FDMA Uplink Systems", EURASIP Journal on Advanced Signal Processing (JASP), 2014:176, pp. 1-17, doi:10.1186/1687-6180-2014-176, Dec. 2014.

[J11] P. Mertikopoulos, and E.V. Belmega, "Transmit without Regrets: Online Optimization in MIMO-OFDM Cognitive Radio Systems", IEEE Journal on Selected Areas in Communications, Cognitive Radio Series, vol. 32, no. 11, pp. 1987 - 1999, Nov. 2014. 

[J10] L. Rose, E.V. Belmega, W. Saad, and M. Debbah, "Pricing in Heterogeneous Wireless Networks: Hierarchical Games and Dynamics", IEEE Trans. on Wireless Communications, vol. 13, no. 9, pp. 4985 - 5001 , Sep. 2014.

[J9] Y. Hayel, E.V. Belmega, and E. Altman, "Hawks and Doves in a Dynamic Framework", Springer Journal Dynamic Games and Applications, invited paper, Aug. 2012.

[J8] P. Mertikopoulos, E.V. Belmega, A. Moustakas, and S. Lasaulce, “Distributed Learning Policies for Power Allocation in Multiple Access Channels", IEEE Journal on Selected Areas in Communications, Game Theory in Wireless Communications, 30, no.1, pp. 96-106, Jan. 2012.

 *** 2008-2011 ***

[J7] E.V. Belmega, M. Jungers, and S. Lasaulce, “A generalization of a trace inequality for positive definite matrices”, The Australian Journal of Mathematical Analysis and Applications (AJMAA), vol. 7, no. 2, pp. 1-5, May 2011.

[J6] E.V. Belmega, S. Lasaulce, M. Debbah, M. Jungers, and J. Dumont, “Power allocation games in wireless networks of multi-antenna terminals”, Springer Telecommunications Systems Journal, Special Issue on Game Theory in Communications Networks Dedicated to Papers from GameComm'08 and GameComm'07,  vol. 47, no. 1, pp. 109-122, DOI: 10.1007/s11235-010-9305-3, invited paper, May 2011 (available online May 2010). [Erratum]

[J5] E.V. Belmega and S. Lasaulce, “Energy-efficient precoding for multiple-antenna terminals”, IEEE. Trans. on Signal Processing, vol. 59, no. 1, pp. 329–340, Jan. 2011. [Erratum]

[J4] E.V. Belmega, B. Djeumou, and S. Lasaulce, “Power allocation games in interference relay channels : Existence analysis of Nash equilibria”, EURASIP Journal on Wireless Communications and Networking (JWCN), pp.1–20, doi:10.1155/2010/583462, Nov. 2010.

[J3] E.V. Belmega, S. Lasaulce, and M. Debbah, “Power allocation games for MIMO multiple access channels with coordination”, IEEE Trans. on Wireless Communications, vol. 8, no. 6, pp. 3182–3192, Jun. 2009.

[J2] E.V. Belmega, S. Lasaulce, and M. Debbah, “A trace inequality for positive definite matrices”, Journal of Inequalities in Pure and Applied Mathematics (JIPAM), vol. 10, no. 1, pp. 1-4, Jan. 2009.

[J1] E.V. Belmega, B. Djeumou, and S. Lasaulce, “Gaussian broadcast channels with an orthogonal and bidirectionnal cooperation link”, EURASIP Journal on Wireless Communications and Networking (JWCN), pp.1–16, doi :10.1155/2008/341726, Apr. 2008.

Book Chapters (4)

[BC4] V. Varma, E.V. Belmega, S. Lasaulce, and M. Debbah, "Energy Efficient Communications in MIMO Wireless Channels", Green Communications: Theoretical Fundamentals, Algorithms, and Applications, CRC, Oct. 2012.

[BC3] E.V. Belmega, S. Lasaulce, H. Tembiné and M. Debbah, “Power allocation games and learning in MIMO multiuser channels”, Game Theory and Learning for Wireless Networks : Fundamentals and Applications, ISBN 9780123846983, Academic Press, Elsevier, pp. 1–391, Jul. 2011.

[BC2] E.V. Belmega, S. Lasaulce, and M. Debbah, “Shannon rate efficient power allocation games”, Game Theory for Wireless Communications and Networking, Auerbach Publications, Taylor and Francis Group, CRC Press, Apr. 2010.

[BC1] E. V. Belmega, S. Lasaulce, and M. Debbah, “Capacity of cooperative channels : three terminals case study”, Cooperative Wireless Communication, ISBN 142006469X, Auerbach Publications, Taylor and Francis Group, CRC Press, Oct. 2008.

International Conference Papers (60)

[C60] R. Belbachir, W. Behiri, S. Belmouktar-Berraf, and E. V. Belmega, and L. Hamdad, "A MIP for an extension of open vehicle routing problem with pickup and delivery considering optional cross-dock", accepted to the 10th International Conference on Control, Decision and Information Technologies (CoDIT), 2024. 

[C59] S. Maleki, S. Pan, E. V. Belmega, K. Charalambos, and S. Lakshminarayana, "The Impact of Load Altering Attacks on Distribution Systems with ZIP Loads", accepted to IEEE PES General Meeting, Mar. 2024.

 *** 2023 ***   

[C58] I. Sbeity, C. Villien, B. Denis, and E. V. Belmega, "RNN-Based GNSS Positioning using Satellite Measurement Features and Pseudorange Residuals", ICL-GNSS 2023, Castellon, Spain, Jun. 2023. Best Paper Award!

[C57] I. Sbeity, C. Villien, C. Combettes, B. Denis, E. V. Belmega, and M. Chafii, "A Novel Satellite Selection Algorithm Using LSTM Neural Networks for Single-Epoch Localization", IEEE/ION PLANS 2023, Monterey, CA, USA, Apr. 2023. 

 *** 2022 ***   

[C56] J. Rey-Jouanchicot, J.A. Lorenzo Del Castillo, S. Zuckerman, and E.V. Belmega, "Energy-efficient online resource provisioning for cloud-edge platforms via multi-armed bandits", Workshop on Cloud Computing, IEEE SBAC-PAD Workshops, Bordeaux, France, Nov. 2022.

[C55] H. El Hassani, A. Savard, E.V. Belmega, and R. C. de Lamare, "Energy-Efficient Solutions in Two-user Downlink NOMA Systems Aided by Ambient Backscattering", IEEE GLOBECOM, Rio de Janeiro, Brazil, Dec. 2022.

[C54] E.V. Belmega, P. Mertikopoulos, and R. Negrel, "Online convex optimization in wireless networks and beyond: The feedback - performance trade-off", invited paper at RAWNET intl. workshop in conjunction with WiOpt, Turin, Italy, Sep. 2022. [extended version]

[C53] Y. Benatia, R. Negrel, A. Savard, and E.V. Belmega, "Robustness to imperfect CSI of power allocation policies in cognitive relay networks", IEEE SPAWC, Oulu, Finland, Jul. 2022.

[C52] Y. Benatia, A. Savard, R. Negrel, and E.V. Belmega, "Unsupervised deep learning to solve power allocation problems in cognitive relay networks", IEEE ICC, Workshop on Data Driven Intelligence for Networks and Systems (DDINS), Seoul, South Korea, May 2022.

 *** 2021 ***   

[C51] H. El Hassani, A. Savard, E.V. Belmega, and R. C. de Lamare, "Energy-efficient Cooperative Backscattering Closed-Form Solution for NOMA", IEEE GLOBECOM, Dec. 2021.

[C50] H. El Hassani, A. Savard, and E.V. Belmega, "Energy-efficient 1-bit feedback NOMA in wireless networks with no CSIT/CDIT", IEEE SSP workshop, Jul. 2021.

[C49] I. Chafaa, R. Negrel, E.V. Belmega, and M. Debbah, "Federated channel-beam mapping: from sub-6GHz to mmWave", IEEE WCNC, Workshop on Distributed Machine Learning for Future Communications and Networking, Mar. 2021.

[C48] K. Antonakopoulos, E.V. Belmega, and P. Mertikopoulos, "Adaptive extra-gradient method for Min-Max optimization and games", ICLR, 9th Intl. Conf. on Learning Representations Jan. 2021.

 *** 2020 ***    

[C47] H. El Hassani, A. Savard, and E.V. Belmega, "A closed-form solution for energy-efficiency optimization in multi-user downlink NOMA", IEEE PIMRC, Sep. 2020.

[C46] A. Savard, and E.V. Belmega, "Optimal Power Allocation Policies in Multi-hop Cognitive Radio Networks", IEEE PIMRC, Sep. 2020.

[C45] O. Bilenne, P. Mertikopoulos, and E.V. Belmega, "Derivative-free optimization over multi-user MIMO networks", invited paper NetGCoop, 2020.

[C44] I. Chafaa, E.V. Belmega, and M. Debbah, "Exploiting Channel Sparsity for Beam Alignment in mmWave Systems via Exponential Learning", IEEE ICC, Open Workshop on Machine Learning for Communications (ML4COM), Dublin, Ireland, Jun. 2020.

[C43] K. Antonakopoulos, E. V. Belmega, and P. Mertikopoulos, "Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach", ICLR, 8th Intl. Conf. on Learning Representations, Jan. 2020 [selected for spotlight talk], Addis Ababa, Ethiopia, Apr. 2020.

*** 2019 ***    

[C42] K. Antonakopoulos, E.V. Belmega, and P. Mertikopoulos, "An adaptive Mirror-Prox Method for Variational Inequalities with singular operators", NeurIPS, 33rd Conf. on Neural Information Processing Systems, Vancouver, Canada, Dec. 2019.

[C41] S. Lakshminarayana, E.V. Belmega, and H. V. Poor, "Moving-Target Defense for Detecting Coordinated Cyber-Physical Attacks in Power Grids", IEEE SmartGridCom 2019, Beijing, China, Oct. 2019.

[C40] M. Mitev, A. Chorti, E.V. Belmega, and M.J. Reed, "Man-in-the-Middle and Denial of Service Attacks in Wireless Secret Key Generation",  IEEE GLOBECOM 2019, Waikoloa, HI, USA, Dec. 2019.

[C39] A. Marcastel, E.V. Belmega, P. Mertikopoulos, and I. Fijalkow, "Gradient-free online resource allocation algorithms for dynamic wireless networks", invited paper to IEEE SPAWC 2019, Cannes, France, Jul. 2019.

[C38] I. Chafaa, E.V. Belmega, and M. Debbah, "Adversarial Multi-armed Bandit for mmWave Beam Alignment with One-bit Feedback", ACM ValueTools 2019, Palma de Mallorca, Spain, Mar. 2019.

[C37] A. Savard, E.V. Belmega, "Optimal Power Allocation in a Relay-aided Cognitive Network", ACM ValueTools 2019, Palma de Mallorca, Spain, Mar. 2019.

 *** 2017 ***    

[C36] R. Masmoudi, E.V. Belmega, and I. Fijalkow, "Impact of Imperfect CSI on Resource Allocation in Cognitive Radio Channels", International Workshop on Pervasive and Context-Aware Middleware (PerCAM 17) IEEE WiMOB 2017, Rome, Italy, Oct. 2017. 

[C35] E.V. Belmega, and A. Chorti, "Energy Harvesting in Secret Key Generation Systems under Jamming Attacks", IEEE ICC 2017, Paris, France, May 2017.

[C34] A. Chorti, and E.V. Belmega, "Secret Key Generation in Rayleigh Block Fading AWGN Channels under Jamming Attacks", IEEE ICC 2017, Paris, France, May 2017.

 *** 2016 ***   

[C33] A. Marcastel, E.V. Belmega, P. Mertikopoulos, and I. Fijalkow, "Interference Mitigation via Pricing in Time-Varying Cognitive Radio Systems", invited paper, NetGCoop 2016, Avignon, France, Nov. 2016.

[C32] P. Mertikopoulos, E.V. Belmega, and L. Sanguinetti, "Distributed learning for resource allocation under uncertainty", IEEE GlobalSIP, Washington DC, USA, 7-9 Dec. 2016.

[C31] A. Marcastel, E.V. Belmega, P. Mertikopoulos, and I. Fijalkow, "Online Interference Mitigation via Learning in Dynamic IoT Environments", IOE worksop in IEEE GLOBECOM 2016, Washington DC, USA, 4-8 Dec. 2016.

[C30] A. Marcastel, E.V. Belmega, P. Mertikopoulos, and I. Fijalkow, "Online power allocation for opportunistic radio access in dynamic OFDM networks", IEEE VTC-Fall 2016, Montréal, Canada, 18-21 Sep. 2016.

*** 2015 ***           

[C29] R. Masmoudi, E.V. Belmega, I. Fijalkow, and N. Sellami, "Joint scheduling and power allocation in cognitive radio systems",  Advances in Software Defined and Context Aware Cognitive Networks (SCAN) Workshop, IEEE International Conference on Communications (IEEE ICC), pp. 399-404, London, UK, 8-12 Jun. 2015.

[C28] C. Zhang, S. Lasaulce, and E.V. Belmega, "Using more bandwidth can be detrimental to the global performance in distributed wireless channels", Small Cell and 5G Networks (SmallNets) Workshop, IEEE International Conference on Communications (IEEE ICC), pp. 142-147, London, UK,  8-12 Jun. 2015.

[C27] E.V. Belmega, and P. Mertikopoulos, "Energy-Efficient Power Allocation in Dynamic Multi-Carrier Systems", IEEE VTC-Spring, Glasgow, Scotland, May 2015.

*** 2014 ***

[C26] S. Gupta, E.V. Belmega, and M. A. Vasquez-Castro, "Game Theoretical Analysis of the Tradeoff Between QoE and QoS Over Satellite Channels", 7th Advanced Satellite Multimedia Systems Conference/13th Signal Processing for Space Communications Workshop (ASMS/SPSC  2014), Livorno, Italy, Jun. 2014.

[C25] R. Masmoudi, E.V. Belmega, I. Fijalkow, and N. Sellami, "A unifying view on energy-efficiency metrics in cognitive radio channels", European Signal Processing Conference (EUSIPCO), Lisbon, Portugal, Sep. 2014.

[C24] G. Bacci, E.V. Belmega, P. Mertikopoulos, and L. Sanguinetti, "Energy-aware competitive link adaptation in small-cell networks",  The 10th International Workshop on Resource Allocation in Wireless Networks (RAWNET), WiOpt 2014, invited paper, Hammamet, Tunisia, May 2014.

[C23] G. Bacci, E.V. Belmega, and L. Sanguinetti, "Distributed energy-efficient power and subcarrier allocation for OFDMA-based small cells", IEEE International Conf. on Communications (ICC 2014), Workshop on Small Cell and 5G Networks, Sydney, Australia, Jun. 2014.

[C22] G. Bacci, E.V. Belmega, and L. Sanguinetti, "Distributed energy-efficient power optimization in cellular relay networks with minimum rate constraints", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 2014.

*** 2013 ***

[C21] P. Mertikopoulos, and E.V. Belmega, "Distributed Spectrum Management in MIMO-OFDM Cognitive Radio: An Exponential Learning Approach", International Conference on Performance Evaluation Methodologies and Tools VALUETOOLS 2013, Torino, Italy, 10-12 Dec. 2013.

[C20] A. M. Masucci, I. Fijalkow, and E.V. Belmega, "Subcarrier allocation in coded OFDMA uplink systems: Diversity versus CFO", IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), London, United Kingdom, Sep. 2013.

*** 2012 ***

[C19] E.V. Belmega, L. Sankar and H. V. Poor, “Repeated games for privacy-aware distributed state estimation in interconnected networks”, IEEE International Conf. on NETwork Games, COntrol and OPtimization (NETGCOOP), Avignon, France, invited paper, Nov. 2012.

[C18] R. Masmoudi, E.V. Belmega, I. Fijalkow, and N. Sellami, "A Closed-Form Solution to the Power Minimization Problem over Two Orthogonal Frequency Bands under QoS and Cognitive Radio Interference Constraints", IEEE Dynamic Spectrum Access Networks (DySpan), Bellevue, Washington, USA, Oct. 2012.

[C17] L. Rose, E.V. Belmega, W. Saad, and M. Debbah, "Dynamic Service Selection Games in Heterogeneous Small Cell Networks with Multiple Providers", IEEE International Symposium on Wireless Communication Systems (ISWCS), Paris, France, Aug. 2012.

[C16] P. Mertikopoulos, E.V. Belmega, and A. Moustakas, "Matrix Exponential Learning: Distributed Optimization in MIMO systems", IEEE International Symposium on Information Theory (ISIT), Cambridge, MA, USA, Jun. 2012.

[C15] E.V. Belmega, L. Sankar, H. V. Poor, and M. Debbah, "Pricing Mechanisms for Cooperative State Estimation", International Symposium on Communications, Control and Signal Processing (ISCCSP), Roma, Italy, invited paper, May 2012.

*** 2011 ***

[C14] C. M. G. Gussen, E.V. Belmega, and M. Debbah, "Pricing and bandwidth allocation problems in wireless multi-tier networks", IEEE Asilomar Conf. on Signals, Systems, and Computer, Pacific Grove, CA, USA, Nov. 2011.

[C13] Y. Hayel, E.V. Belmega, and E. Altman, “Hawks and Doves in a Dynamic Framework”, IEEE International Conf. on NETwork Games, COntrol and OPtimization (NETGCOOP), Paris, France, Oct. 2011.

[C12] P. Mertikopoulos, E.V. Belmega, A. Moustakas and S. Lasaulce, “Power Allocation Games in Parallel Multiple Access Channels”, International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS), ENS Cachan, France, May 2011.

*** 2010 ***

[C11] E.V. Belmega, H. Tembine, and S. Lasaulce, “Learning to precode in outage minimization games over MIMO interference channels”, IEEE  Asilomar Conf. on Signals, Systems, and Computers, Pacific Grove, CA, USA, invited paper, Nov. 2010.

[C10] E.V. Belmega, S. Lasaulce, and M. Debbah, “A survey on energy-efficient communications”, IEEE Intl. Symp. on Personal, Indoor and Mobile Radio Communications (PIMRC 2010), Istanbul, Turkey, invited paper, Sep. 2010.

[C9] E.V. Belmega, S. Lasaulce, M. Debbah, and A. Hjorungnes, “Learning Distributed Power Allocation Policies in MIMO Channels”, European Signal Processing Conference (EUSIPCO), Aalborg, Denmark, invited paper, Aug. 2010.

*** 2009 ***

[C8] E.V. Belmega, and S. Lasaulce, “An information-theoretic look at MIMO energy-efficient communications”, International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS), Pisa, Italy, Oct. 2009.

[C7] S.M. Perlaza, E.V. Belmega, S. Lasaulce, and M. Debbah, “On the base station selection and base station sharing in self-configuring networks”, International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS), Pisa, Italy, invited paper, Oct. 2009.

[C6] E.V. Belmega, S. Lasaulce, M. Debbah, and A. Hjørungnes “A new energy efficiency function for quasi-static MIMO channels”, International Wireless Communications and Mobile Computing Conference (IWCMC), Leipzig, Germany, invited paper, Jun. 2009.

[C5] E.V. Belmega, B. Djeumou, and S. Lasaulce “Resource allocation games in interference relay channels”, IEEE Intl. Conference on Game Theory for Networks (Gamenets), Istanbul, Turkey, invited paper, May 2009.

[C4] E.V. Belmega, B. Djeumou, and S. Lasaulce “What happens when cognitive terminals compete for a relay node?”, IEEE Intl. Conference on Acoustics, Speech and Signal Processing (ICASSP), Taipei, Taiwan, 1–4 Apr. 2009.

*** 2008 ***

[C3] E.V. Belmega, S. Lasaulce, and M. Debbah, “Decentralized power allocation for coordinated multiple access channels ”, IEEE/ACM Proc. of the Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops (WIOPT), Berlin, Germany, 1–8 Apr. 2008.

[C2] E.V. Belmega, S. Lasaulce, and M. Debbah, “Decentralized handovers in cellular networks with cognitive terminals”, in the IEEE Proc. of the 3rd International Symposium on Communications, Control and Signal Processing (ISCCSP), St Julians, Malta, invited paper, 12–14 Mar. 2008.

*** 2007 ***

[C1] E.V. Belmega, B. Djeumou, and S. Lasaulce, “Performance analysis for the AF-based frequency division cooperative broadcast channel”, in the IEEE Proceedings of the Signal Processing Advances in Wireless Communications conference (SPAWC), Helsinki, Finland, 1–5 Jun. 2007.

French Conference Papers (9)

[CF9] R. Negrel, Y. Benatia, A. Savard, et E.V. Belmega, "Sélection de relais robuste aux canaux imparfaits pour la radio cognitive coopérative exploitant des réseaux profonds", Actes du GRETSI, Grenoble, Sep. 2023.

[CF8] A. Savard, et E.V. Belmega, "Achievable rate regions for cooperative cognitive radio networks with complex channels and circular normal additive noises", Actes du GRETSI, Nancy, France, Sep. 2022.

[CF7] H. El Hassani, A. Savard, E.V. Belmega, et R.C. de Lamare , "Rétrodiffusion coopérative efficace en énergie pour un système multi-utilisateurs à accès multiple NOMA", Actes du GRETSI, Nancy, France, Sep. 2022.

[CF6] A. Savard, et E.V. Belmega, "Allocation de puissance dans les réseaux  radio. cognitifs à relais", Actes du GRETSI, Lille, France, Sep. 2019.

[CF5] R. Masmoudi, E.V. Belmega, I. Fijalkow, et N. Sellami, "Allocation de spectre et de puissance dans les systèmes Radio Cognitives", Actes du GRETSI, Lyon, France, Sep. 2015.

[CF4] A. Masucci, I. Fijalkow, et E.V. Belmega, "Politiques optimales d’allocation de blocs de sous-porteuses dans les systèmes OFDMA codés sans connaissance du canal", Actes du GRETSI, Brest, France, Sep. 2013.

[CF3] E.V. Belmega, B. Djeumou, et S. Lasaulce “Jeux d’allocation de puissance pour les canaux à  interférence à relais”, Actes du GRETSI, Dijon, France, Sep. 2009.

[CF2] B. Djeumou, E.V. Belmega, et S. Lasaulce, “Régions de taux atteignables pour le canal à interférence à relais”, Actes du GRETSI, Dijon, France, Sep. 2009.

[CF1] B. Djeumou, E.V. Belmega, et S. Lasaulce, “Recombinaison de signaux décodés et transférés pour le canal à relais à division fréquentielle”, Actes du GRETSI, Troyes, France, Sep. 2007.

Technical reports (3)

[TR2] E.V. Belmega, P. Mertikopoulos, R. Negrel and L. Sanguinetti, "Online convex optimization and no-regret learning: Algorithms, guarantees and applications", technical report, arxiv:1804.04529, Apr. 2018. [ML setup details & codes]

[LN] A. Louis-Joseph, Y. Bonnassieux, and E.V. Belmega, “Introduction au traitement du son et de la parole”, Modules Expérimentaux, Sciences et Techniques de l’Information et des Communications, Département de Physique, École Polytechnique, Palaiseau, France, 2010.

[TR1] B. Djeumou, E.V. Belmega, and S. Lasaulce, “Interference Relay Channels - Part I : Transmission Rates”, technical report, arXiv:0904.2585v1 [cs.IT], Apr. 2009.