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On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks

Nov 17, 2021
Minsu Kim, Walid Saad, Mohammad Mozaffari, Merouane Debbah

* This paper is submitted to IEEE International Conference on Communications 2022 

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Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework

Nov 15, 2021
Mohammad Karimzadeh Farshbafan, Walid Saad, Merouane Debbah

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Towards Federated Learning-Enabled Visible Light Communication in 6G Systems

Oct 07, 2021
Shimaa Naser, Lina Bariah, Sami Muhaidat, Mahmoud Al-Qutayri, Ernesto Damiani, Merouane Debbah, Paschalis C. Sofotasios

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Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity

Sep 06, 2021
Xin Tong, Zhaoyang Zhang, Jue Wang, Chongwen Huang, Merouane Debbah

* IEEE Journal of Selected Topics in Signal Processing, 2022 
* Paper accepted for publication on IEEE Journal of Selected Topics in Signal Processing 

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Spectrum Learning-Aided Reconfigurable Intelligent Surfaces for 'Green' 6G Networks

Sep 03, 2021
Bo Yang, Xuelin Cao, Chongwen Huang, Yong Liang Guan, Chau Yuen, Marco Di Renzo, Dusit Niyato, Merouane Debbah, Lajos Hanzo

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Bidirectional Approximate Message Passing for RIS-Assisted Multi-User MISO Communications

Jul 21, 2021
Li Wei, Chongwen Huang, Qinghua Guo, Zhaoyang Zhang, Merouane Debbah, Chau Yuen

* arXiv admin note: substantial text overlap with arXiv:2106.14391 

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Wavenumber-Division Multiplexing in Line-of-Sight Holographic MIMO Communications

Jun 23, 2021
Luca Sanguinetti, Antonio A. D'Amico, Merouane Debbah

* 30 pages, 10 figures, submitted to IEEE Transactions on Wireless Communications 

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Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design

Jan 22, 2021
Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang, Merouane Debbah

* IEEE Journal on Selected Areas in Communications, Special issue: TeraHertz Communications and Networking. arXiv admin note: substantial text overlap with arXiv:2009.09380 

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Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces

Oct 09, 2020
George C. Alexandropoulos, Sumudu Samarakoon, Mehdi Bennis, Merouane Debbah

* 6 pages, 6 figures, accepted to IEEE GLOBECOM 2020 

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6G White Paper on Edge Intelligence

Apr 30, 2020
Ella Peltonen, Mehdi Bennis, Michele Capobianco, Merouane Debbah, Aaron Ding, Felipe Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Paweł Sroka, Sasu Tarkoma, Tingting Yang

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Distributed Power Control for Large Energy Harvesting Networks: A Multi-Agent Deep Reinforcement Learning Approach

Apr 01, 2019
Mohit K. Sharma, Alessio Zappone, Mohamad Assaad, Merouane Debbah, Spyridon Vassilaras

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Deep Learning Based Online Power Control for Large Energy Harvesting Networks

Mar 08, 2019
Mohit K Sharma, Alessio Zappone, Merouane Debbah, Mohamad Assaad

* 5 pages, to appear at ICASSP 2019 

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Deep Learning for Optimal Energy-Efficient Power Control in Wireless Interference Networks

Dec 17, 2018
Bho Matthiesen, Alessio Zappone, Eduard A. Jorswieck, Merouane Debbah

* submitted to IEEE Journal on Selected Areas in Communication 

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User Association and Load Balancing for Massive MIMO through Deep Learning

Dec 17, 2018
Alessio Zappone, Luca Sanguinetti, Merouane Debbah

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Deep Learning Power Allocation in Massive MIMO

Dec 10, 2018
Luca Sanguinetti, Alessio Zappone, Merouane Debbah

* 5 pages, 2 figures; to appear in the proceedings of ASILOMAR 2018 

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Model-Driven Artificial Intelligence for Online Network Optimization

May 30, 2018
Luigi Vigneri, Nikolaos Liakopoulos, Georgios S. Paschos, Spyridon Vassilaras, Apostolos Destounis, Thrasyvoulos Spyropoulos, Merouane Debbah

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Federated Learning for Ultra-Reliable Low-Latency V2V Communications

May 11, 2018
Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Merouane Debbah

* 7 pages, 5 figures, 2 tables, 1 algorithm, conference submission 

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A Bayesian Framework for Collaborative Multi-Source Signal Detection

Sep 08, 2009
Romain Couillet, Merouane Debbah

* 15 pages, 9 pictures, Submitted to IEEE Trans. on Signal Processing 

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Cognitive OFDM network sensing: a free probability approach

Nov 25, 2008
Romain Couillet, Merouane Debbah

* 12 pages, 10 figures, 2 tables 

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