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ORCIDMérouane Debbah
Mérouane Abdelkader Debbah
Person information
- affiliation: Khalifa University, Abu Dhabi, United Arab Emirates
- affiliation (PhD): ENS Paris-Saclay, Gif-sur-Yvette, France
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2020 – today
- 2025
[j421]Hang Zou
, Qiyang Zhao, Samson Lasaulce, Lina Bariah, Mehdi Bennis, Mérouane Debbah:
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning. IEEE Access 13: 77764-77777 (2025)- [j420]Hoon Lee, Mintae Kim, Seunghwan Baek, Wentao Zhou, Namyoon Lee, Mérouane Debbah, Inkyu Lee:
Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities. IEEE Access 13: 187092-187106 (2025) - [j419]Ali Maatouk, Nicola Piovesan, Fadhel Ayed, Antonio De Domenico, Mérouane Debbah:
Large Language Models for Telecom: Forthcoming Impact on the Industry. IEEE Commun. Mag. 63(1): 62-68 (2025) - [j418]Nassim Sehad, Lina Bariah, Wassim Hamidouche, Hamed Hellaoui, Riku Jäntti, Mérouane Debbah:
Generative AI for Immersive Communication: The Next Frontier in Internet-of-Senses Through 6G. IEEE Commun. Mag. 63(2): 31-43 (2025) - [j417]Omar Hashash, Christina Chaccour, Walid Saad, Tao Yu, Kei Sakaguchi, Mérouane Debbah:
The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities. IEEE Commun. Mag. 63(2): 120-127 (2025) - [j416]Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
DiffSG: A Generative Solver for Network Optimization with Diffusion Model. IEEE Commun. Mag. 63(6): 16-24 (2025) - [j415]Hoon Lee, Mintae Kim, Seunghwan Baek, Wentao Zhou, Mérouane Debbah, Inkyu Lee:
AI-Driven Decentralized Network Management: Leveraging Multi-Agent Large Language Models for Scalable Optimization. IEEE Commun. Mag. 63(6): 50-56 (2025) - [j414]Jun Du, Haotong Wang, Chunxiao Jiang, Jennifer Simonjan, Jintao Wang, Mérouane Debbah:
Distributed AI-Based Secure Communications in Space-Air-Ground-Sea Integrated Networks. IEEE Commun. Mag. 63(7): 48-55 (2025) - [j413]Abdechakour Mechri, Mohamed Amine Ferrag, Mérouane Debbah:
SecureQwen: Leveraging LLMs for vulnerability detection in python codebases. Comput. Secur. 148: 104151 (2025) - [j412]Christina Chaccour, Walid Saad, Mérouane Debbah, Zhu Han, H. Vincent Poor:
Less Data, More Knowledge: Building Next-Generation Semantic Communication Networks. IEEE Commun. Surv. Tutorials 27(1): 37-76 (2025) - [j411]Hamed Ahmadi, Mostafa Rahmani, Swarna Bindu Chetty, Eirini Eleni Tsiropoulou, Huseyin Arslan, Mérouane Debbah, Tony Q. S. Quek:
Toward Sustainability in 6G and Beyond: Challenges and Opportunities of Open RAN. IEEE Commun. Stand. Mag. 9(3): 126-135 (2025) - [j410]Qurrat-Ul-Ain Nadeem, Anas Chaaban, Mérouane Debbah:
Optimal Quantized Multi-Cell MMSE Precoding With Low Resolution Data Converters. IEEE Commun. Lett. 29(1): 195-199 (2025) - [j409]Nouf Alabbasi, Omar Erak, Omar Alhussein, Ismail Lotfi, Sami Muhaidat, Mérouane Debbah:
TeleOracle: Fine-Tuned Retrieval-Augmented Generation With Long-Context Support for Networks. IEEE Internet Things J. 12(10): 13170-13182 (2025) - [j408]Ruihuai Liang, Bo Yang, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Diffusion Models as Network Optimizers: Explorations and Analysis. IEEE Internet Things J. 12(10): 13183-13193 (2025) - [j407]Ke Gao, Jun Du, Chunxiao Jiang, Jennifer Simonjan, Debashisha Mishra, Chao Zhang, Mérouane Debbah:
Cooperative DNN Partitioning in Energy-Harvesting and MEC-Enabled AAV Networks. IEEE Internet Things J. 12(13): 24329-24344 (2025) - [j406]Shunxing Yang, Junteng Yao, Jie Tang, Tuo Wu, Maged Elkashlan, Chau Yuen, Mérouane Debbah, Hyundong Shin, Matthew C. Valenti:
Toward Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems. IEEE Internet Things J. 12(16): 34615-34618 (2025) - [j405]Li Wang, Chao Zhang, Qiyang Zhao, Hang Zou, Samson Lasaulce, Giuseppe Valenzise, Zhuo He, Mérouane Debbah:
Generative AI for RF Sensing in IoT Systems. IEEE Internet Things Mag. 8(2): 112-120 (2025) - [j404]Bei Chen, Gaolei Li, Haochen Mei, Jianhua Li, Mingzhe Chen, Mérouane Debbah:
Anti-traceable backdoor: Blaming malicious poisoning on innocents in non-IID federated learning. J. Inf. Secur. Appl. 94: 104240 (2025) - [j403]Xu Gan, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Jiguang He, Zhaoyang Zhang, Chau Yuen, Yong Liang Guan, Mérouane Debbah:
Corrections to "Coverage Rate Analysis for Integrated Sensing and Communication Networks". IEEE J. Sel. Areas Commun. 43(1): 410 (2025) - [j402]Zirui Chen, Zhaoyang Zhang, Zhaohui Yang, Chongwen Huang, Mérouane Debbah:
Channel Deduction: A New Learning Framework to Acquire Channel From Outdated Samples and Coarse Estimate. IEEE J. Sel. Areas Commun. 43(3): 944-958 (2025) - [j401]Yuxuan Shi, Shuo Shao, Yongpeng Wu, Wenjun Zhang, Mérouane Debbah:
RWZC: A Model-Driven Approach for Learning-Based Robust Wyner-Ziv Coding. IEEE J. Sel. Areas Commun. 43(7): 2364-2378 (2025) - [j400]Qiyuan Du, Yiping Duan, Qianqian Yang, Xiaoming Tao, Mérouane Debbah:
Object-Attribute-Relation Representation-Based Video Semantic Communication. IEEE J. Sel. Areas Commun. 43(7): 2446-2461 (2025) - [j399]Wanli Ni, Ailing Zheng, Wen Wang, Dusit Niyato, Naofal Al-Dhahir, Mérouane Debbah:
From Single to Multi-Functional RIS: Architecture, Key Technologies, Challenges, and Applications. IEEE Netw. 39(1): 38-46 (2025) - [j398]Kaining Wang, Bo Yang, Zhiwen Yu, Xuelin Cao, Mérouane Debbah, Chau Yuen:
Filtering Reconfigurable Intelligent Computational Surface for RF Spectrum Purification. IEEE Netw. 39(1): 63-70 (2025) - [j397]Sewit Yohannes, Lidia Bereketeab, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Mérouane Debbah:
Toward Sustainable and Secure Smart Internet of Buildings Using Advanced Communication Systems. IEEE Netw. 39(4): 329-336 (2025) - [j396]Sachinkumar Bavikatti Mallikarjun, Mohammad Asif Habibi, Mihirraj Dixit, Xavier Costa-Pérez, Mérouane Debbah, Hans D. Schotten:
Exploring Y1 Communications and Services in O-RAN: Background, Privacy, and Security. IEEE Open J. Commun. Soc. 6: 4638-4666 (2025) - [j395]Jianchuan Wei, Xiaoming Chen, Ruihai Chen, Chongwen Huang, Xiaoyu Huang, Wei E. I. Sha, Mérouane Debbah:
Analog-digital precoding based on mutual coupling considering the actual radiation performance of MIMO antenna arrays. Signal Process. 232: 109932 (2025) - [j394]Xingling Shao, Jun Du, Yi Xia, Zekai Zhang, Xiangwang Hou, Mérouane Debbah:
Efficient Path-Following for Urban Logistics: A Fuzzy Control Strategy for Consumer UAVs Under Disturbance Constraints. IEEE Trans. Consumer Electron. 71(2): 7117-7128 (2025) - [j393]Yandi Cao, Haifan Yin, Ziao Qin, Weidong Li, Weimin Wu, Mérouane Debbah:
A Manifold Learning-Based CSI Feedback Framework for FDD Massive MIMO. IEEE Trans. Commun. 73(3): 1833-1846 (2025) - [j392]Jiancheng An, Zhu Han, Dusit Niyato, Mérouane Debbah, Chau Yuen, Lajos Hanzo:
Flexible Intelligent Metasurfaces for Enhancing MIMO Communications. IEEE Trans. Commun. 73(9): 7349-7365 (2025) - [j391]Li Yang, Shimaa Naser, Abdallah Shami, Sami Muhaidat, Lyndon Ong, Mérouane Debbah:
Toward Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks. IEEE Trans. Commun. 73(9): 7650-7679 (2025) - [j390]Hoon Lee, Wentao Zhou, Mérouane Debbah, Inkyu Lee:
On the Convergence of Large Language Model Optimizer for Black-Box Network Management. IEEE Trans. Commun. 73(11): 11385-11402 (2025) - [j389]Yunqi Gao, Bing Hu, Mahdi Boloursaz Mashhadi, Wei Wang, Rahim Tafazolli, Mérouane Debbah:
PipeDAP: An Efficient Communication Framework for Scheduling Decoupled All-Reduce Primitives in Distributed DNN Training. IEEE Trans. Emerg. Top. Comput. 13(3): 1170-1184 (2025) - [j388]Xueyao Zhang, Bo Yang, Zhiwen Yu, Xuelin Cao, George C. Alexandropoulos, Yan Zhang, Mérouane Debbah, Chau Yuen:
Reconfigurable Intelligent Computational Surfaces for MEC-Assisted Autonomous Driving Networks: Design Optimization and Analysis. IEEE Trans. Intell. Transp. Syst. 26(1): 1286-1303 (2025) - [j387]Yongkang Gong, Haipeng Yao, Zehui Xiong, Dongxiao Yu, Xiuzhen Cheng, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Multi-Modal Federated Learning Based Resources Convergence for Satellite-Ground Twin Networks. IEEE Trans. Mob. Comput. 24(5): 4104-4117 (2025) - [j386]Wanting Yang, Zehui Xiong, Song Guo, Shiwen Mao, Dong In Kim, Mérouane Debbah:
Efficient Multi-User Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution. IEEE Trans. Mob. Comput. 24(9): 9092-9109 (2025) - [j385]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen:
GDSG: Graph Diffusion-Based Solution Generator for Optimization Problems in MEC Networks. IEEE Trans. Mob. Comput. 24(10): 10264-10277 (2025) - [j384]Yunqi Gao, Bing Hu, Mahdi Boloursaz Mashhadi, Wei Wang, Rahim Tafazolli, Mérouane Debbah:
A Dynamic Sliding Window Based Tensor Communication Scheduling Framework for Distributed Deep Learning. IEEE Trans. Netw. Sci. Eng. 12(2): 1080-1095 (2025) - [j383]Mohamed Amine Ferrag, Ammar Battah, Norbert Tihanyi, Ridhi Jain, Diana Maimut, Fatima Alwahedi, Thierry Lestable, Narinderjit Singh Thandi, Abdechakour Mechri, Mérouane Debbah, Lucas C. Cordeiro:
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection With LLMs? IEEE Trans. Software Eng. 51(4): 1248-1265 (2025) - [j382]Chengjun Jiang, Chensi Zhang, Chongwen Huang, Jian Zhang, Xiaojie Zhu, Jianhua Ge, Mérouane Debbah, Chau Yuen:
A Hybrid Framework of RIS-Assisted Robust Secure Transmission Design for Multibeam Satellite Communications. IEEE Trans. Veh. Technol. 74(4): 6255-6269 (2025) - [j381]Hualei Zhang, Jun Du, Chunxiao Jiang, Jintao Wang, Faouzi Bader, Mérouane Debbah:
Task Offloading in UAV-Assisted Mobile Cloud-Edge Computing Networks: An AoP-Aware HAPPO Approach. IEEE Trans. Veh. Technol. 74(9): 14745-14759 (2025) - [j380]Wanting Yang, Zehui Xiong, Yanli Yuan, Wenchao Jiang, Tony Q. S. Quek, Mérouane Debbah:
Agent-Driven Generative Semantic Communication With Cross-Modality and Prediction. IEEE Trans. Wirel. Commun. 24(3): 2233-2248 (2025) - [j379]Jiancheng An, Chau Yuen, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Flexible Intelligent Metasurfaces for Downlink Multiuser MISO Communications. IEEE Trans. Wirel. Commun. 24(4): 2940-2955 (2025) - [j378]Li Wei, Shuai S. A. Yuan, Chongwen Huang, Jianhua Zhang, Faouzi Bader, Zhaoyang Zhang, Sami Muhaidat, Mérouane Debbah, Chau Yuen:
Electromagnetic Channel Modeling and Capacity Analysis for HMIMO Communications. IEEE Trans. Wirel. Commun. 24(5): 4500-4514 (2025) - [j377]Weidong Li, Haifan Yin, Fanpo Fu, Yandi Cao, Mérouane Debbah:
Transforming Time-Varying to Static Channels: The Power of Fluid Antenna Mobility. IEEE Trans. Wirel. Commun. 24(6): 4767-4780 (2025) - [j376]Songjie Yang, Jiancheng An, Yue Xiu, Wanting Lyu, Boyu Ning, Zhongpei Zhang, Mérouane Debbah, Chau Yuen:
Flexible Antenna Arrays for Wireless Communications: Modeling and Performance Evaluation. IEEE Trans. Wirel. Commun. 24(6): 4937-4951 (2025) - [j375]Jiancheng An, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Stacked Intelligent Metasurfaces for Multiuser Downlink Beamforming in the Wave Domain. IEEE Trans. Wirel. Commun. 24(7): 5525-5538 (2025) - [j374]Xu Gan, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Faouzi Bader, Zhaoyang Zhang, Chau Yuen, Yong Liang Guan, Mérouane Debbah:
Modeling and Coverage Analysis of RIS-Assisted Integrated Sensing and Communication Networks. IEEE Trans. Wirel. Commun. 24(7): 6006-6019 (2025) - [j373]Yuzhi Yang, Zhaoyang Zhang, Zirui Chen, Zhaohui Yang, Lei Liu, Chongwen Huang, Mérouane Debbah:
A Hybrid Inference Architecture Incorporating Neural Network With Belief Propagation for AI Receivers. IEEE Trans. Wirel. Commun. 24(8): 6365-6381 (2025) - [j372]Mengbing Liu, Chongwen Huang, Ahmed Alhammadi, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks. IEEE Trans. Wirel. Commun. 24(9): 7940-7954 (2025) - [j371]Mingkai Xu, Yongpeng Wu, Yuxuan Shi, Xiang-Gen Xia, Mérouane Debbah, Wenjun Zhang, Ping Zhang:
Semantic-Aided Parallel Image Transmission Compatible With Practical System. IEEE Trans. Wirel. Commun. 24(10): 8476-8491 (2025) - [j370]Jiayi Lu, Wanting Yang, Zehui Xiong, Chengwen Xing, Rahim Tafazolli, Tony Q. S. Quek, Mérouane Debbah:
Generative Artificial intelligence-Enhanced MultiModal Semantic Communication in Internet of Vehicles: System Design and Methodologies. IEEE Veh. Technol. Mag. 20(2): 71-82 (2025) - [j369]Mehdi Monemi, Mohammad Amir Fallah, Mehdi Rasti, Matti Latva-aho, Mérouane Debbah:
Toward Near-Field 3D Spot Beam Focusing: Possibilities, Challenges, and Use Cases. IEEE Veh. Technol. Mag. 20(2): 95-103 (2025) - [j368]Long He, Geng Sun, Dusit Niyato, Hongyang Du, Fang Mei, Jiawen Kang, Mérouane Debbah, Zhu Han:
Generative AI for Game Theory-Based Mobile Networking. IEEE Wirel. Commun. 32(1): 122-130 (2025) - [j367]Hao Liu, Jiancheng An, Xing Jia, Lu Gan, George K. Karagiannidis, Bruno Clerckx, Mehdi Bennis, Mérouane Debbah, Tie Jun Cui:
Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges. IEEE Wirel. Commun. 32(4): 46-53 (2025) - [j366]Tierui Gong, Aveek Chandra, Chau Yuen, Yong Liang Guan, Rainer Dumke, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum Receivers for Classical Wireless Communication and Sensing. IEEE Wirel. Commun. 32(5): 90-100 (2025) - [j365]Wanting Yang, Zehui Xiong, Shiwen Mao, Tony Q. S. Quek, Ping Zhang, Mérouane Debbah, Rahim Tafazolli:
Rethinking Generative Semantic Communication for Multi-User Systems with Large Language Models. IEEE Wirel. Commun. 32(5): 170-178 (2025) - [j364]Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications. IEEE Wirel. Commun. Lett. 14(2): 310-314 (2025) - [j363]Haoyun Li, Ming Xiao, Kezhi Wang, Dong In Kim, Mérouane Debbah:
Large Language Model Based Multi-Objective Optimization for Integrated Sensing and Communications in UAV Networks. IEEE Wirel. Commun. Lett. 14(4): 979-983 (2025) - [j362]Muhammad Wasif Shabir, Marco Di Renzo, Alessio Zappone, Mérouane Debbah:
Electromagnetically Consistent Optimization Algorithms for the Global Design of RIS. IEEE Wirel. Commun. Lett. 14(5): 1286-1290 (2025) - [j361]Hamad Yahya, Matteo Nerini, Bruno Clerckx, Mérouane Debbah:
T-Parameters-Based Modeling for Stacked Intelligent Metasurfaces: Tractable and Physically Consistent Model. IEEE Wirel. Commun. Lett. 14(7): 2149-2153 (2025) - [j360]Guojun Huang, Jiancheng An, Lu Gan, Dusit Niyato, Mérouane Debbah, Tie Jun Cui:
Stacked Intelligent Metasurfaces for Multi-Modal Semantic Communications. IEEE Wirel. Commun. Lett. 14(9): 2828-2832 (2025) - [c421]Xin Li, Mengbing Liu, Li Wei, Jiancheng An, Mérouane Abdelkader Debbah, Chau Yuen:
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications. ACL (Findings) 2025: 10984-11009 - [c420]Shining Lin, Jiancheng An, Lu Gan, Mérouane Debbah:
UAV-Mounted SIM: A Hybrid Optical-Electronic Neural Network for DoA Estimation. ICASSP 2025: 1-5 - [c419]Ke Gao, Jun Du, Chunxiao Jiang, Debashisha Mishra, Chao Zhang, Mérouane Debbah:
LE-MHAPPO-Enhanced DNN Task Partitioning in Energy-Harvesting Heterogeneous UAV Swarms. ICC 2025: 1280-1285 - [c418]Jiancheng An, Chau Yuen, Mérouane Debbah, Lajos Hanzo:
Flexible Intelligent Metasurfaces for Enhanced MIMO Communications. ICC 2025: 1784-1789 - [c417]Hao Liu, Jiancheng An, Qian Ma, Lu Gan, Mehdi Bennis, Mérouane Debbah, Tie Jun Cui:
A Novel Hybrid Optical-Electronic Neural Network Approach to Task-Oriented Semantic Communications. ICC 2025: 2418-2423 - [c416]Tierui Gong, Chau Yuen, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum Receivers for the Multi-User MIMO Uplink. ICC 2025: 4786-4791 - [c415]Haotong Wang, Jun Du, Chunxiao Jiang, Prasanna Raut, Jintao Wang, Mérouane Debbah:
Joint Optimization of 3D Trajectory and Resource Allocation in UAV Assisted Wireless Networks. ICC 2025: 7061-7066 - [c414]Nassim Sehad, Jashanjot Singh Sidhu, Abdelhak Bentaleb, Hamed Hellaoui, Riku Jäntti, Mérouane Debbah:
Learning Based Rate Adapter for UAV Streaming. ICCCN 2025: 1-6 - [c413]Christophe El Zeinaty, Wassim Hamidouche, Glenn Herrou, Daniel Ménard, Mérouane Debbah:
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? IJCNN 2025: 1-10 - [c412]Yuan Hu, Gang Yang, Songbo Fu, Marco Di Renzo, Mérouane Debbah:
CellScatter: Efficient Control and Backscatter Communication via Ambient Cellular Signals. INFOCOM 2025: 1-10 - [c411]Xin Zhang, Zeyan Zhuang, Shenghui Song, Chau Yuen, Mérouane Debbah:
Capacity of Holographic MIMO Systems with Mutual Coupling. ISIT 2025: 1-6 - [c410]Weidong Li, Haifan Yin, Fanpo Fu, Yandi Cao, Mérouane Debbah:
Moving Port Prediction: Converting Time-Varying to Static Channels with Fluid Antennas. VTC2025-Spring 2025: 1-5 - [i489]Tierui Gong, Chau Yuen, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum Receivers for Multi-Target DOA Estimation. CoRR abs/2501.02820 (2025) - [i488]Yuxuan Shi, Shuo Shao, Yongpeng Wu, Wenjun Zhang, Mérouane Debbah:
RWZC: A Model-Driven Approach for Learning-based Robust Wyner-Ziv Coding. CoRR abs/2501.09520 (2025) - [i487]Yuanbin Chen, Xufeng Guo, Chau Yuen, Yufei Zhao, Yong Liang Guan, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Harnessing Rydberg Atomic Receivers: From Quantum Physics to Wireless Communications. CoRR abs/2501.11842 (2025) - [i486]Tierui Gong, Chau Yuen, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum Receivers for the Multi-User MIMO Uplink. CoRR abs/2501.18382 (2025) - [i485]Kapal Dev, Sunder Ali Khowaja, Engin Zeydan, Mérouane Debbah:
Advanced Architectures Integrated with Agentic AI for Next-Generation Wireless Networks. CoRR abs/2502.01089 (2025) - [i484]Li Wei, Shuai S. A. Yuan, Chongwen Huang, Jianhua Zhang, Faouzi Bader, Zhaoyang Zhang, Sami Muhaidat, Mérouane Debbah, Chau Yuen:
Electromagnetic Channel Modeling and Capacity Analysis for HMIMO Communications. CoRR abs/2502.03850 (2025) - [i483]Jiayi Zhang, Ziheng Liu, Yiyang Zhu, Enyu Shi, Bokai Xu, Chau Yuen, Dusit Niyato, Mérouane Debbah, Shi Jin, Bo Ai, Xuemin Shen:
Multi-Agent Reinforcement Learning in Wireless Distributed Networks for 6G. CoRR abs/2502.05812 (2025) - [i482]Xing Jia, Jiancheng An, Hao Liu, Lu Gan, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Stacked Intelligent Metasurface Enabled Near-Field Multiuser Beamfocusing in the Wave Domain. CoRR abs/2502.05819 (2025) - [i481]Sunder Ali Khowaja, Kapal Dev, Muhammad Salman Pathan, Engin Zeydan, Mérouane Debbah:
Integration of Agentic AI with 6G Networks for Mission-Critical Applications: Use-case and Challenges. CoRR abs/2502.13476 (2025) - [i480]Jiancheng An, Chau Yuen, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Downlink Multiuser Communications Relying on Flexible Intelligent Metasurfaces. CoRR abs/2502.16472 (2025) - [i479]Jiancheng An, Chau Yuen, Mérouane Debbah, Lajos Hanzo:
Flexible Intelligent Metasurfaces for Enhanced MIMO Communications. CoRR abs/2502.16478 (2025) - [i478]Li Yang, Shimaa Naser, Abdallah Shami, Sami Muhaidat, Lyndon Ong, Mérouane Debbah:
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks. CoRR abs/2502.20627 (2025) - [i477]Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty:
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences. CoRR abs/2503.04184 (2025) - [i476]Xin Zhang, Dongfang Xu, Jingjing Wang, Shenghui Song, Derrick Wing Kwan Ng, Mérouane Debbah:
Fluid Antenna Meets RIS: Random Matrix Analysis and Two-Timescale Design for Multi-User Communications. CoRR abs/2503.06080 (2025) - [i475]Yubo Peng, Luping Xiang, Kun Yang, Kezhi Wang, Mérouane Debbah:
Semantic Communications with Computer Vision Sensing for Edge Video Transmission. CoRR abs/2503.07252 (2025) - [i474]Hamed Ahmadi, Mostafa Rahmani, Swarna Bindu Chetty, Eirini Eleni Tsiropoulou, Huseyin Arslan, Mérouane Debbah, Tony Q. S. Quek:
Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN. CoRR abs/2503.08353 (2025) - [i473]Xueyao Zhang, Bo Yang, Xuelin Cao, Zhiwen Yu, George C. Alexandropoulos, Yan Zhang, Mérouane Debbah, Chau Yuen:
Multi-Agent Deep Reinforcement Learning for Safe Autonomous Driving with RICS-Assisted MEC. CoRR abs/2503.19418 (2025) - [i472]Mohamed Amine Ferrag, Norbert Tihanyi, Mérouane Debbah:
Reasoning Beyond Limits: Advances and Open Problems for LLMs. CoRR abs/2503.22732 (2025) - [i471]Xinquan Wang, Fenghao Zhu, Chongwen Huang, Zhaohui Yang, Zhaoyang Zhang, Sami Muhaidat, Chau Yuen, Mérouane Debbah:
TeleMoM: Consensus-Driven Telecom Intelligence via Mixture of Models. CoRR abs/2504.02712 (2025) - [i470]Zirui Chen, Zhaoyang Zhang, Ziqing Xing, Ridong Li, Zhaohui Yang, Richeng Jin, Chongwen Huang, Yuzhi Yang, Mérouane Debbah:
Analogical Learning for Cross-Scenario Generalization: Framework and Application to Intelligent Localization. CoRR abs/2504.08811 (2025) - [i469]Jiayao Yang, Jiayi Zhang, Bokai Xu, Jiakang Zheng, Zhilong Liu, Ziheng Liu, Dusit Niyato, Mérouane Debbah, Zhu Han, Bo Ai:
White-Box AI Model: Next Frontier of Wireless Communications. CoRR abs/2504.09138 (2025) - [i468]Christophe El Zeinaty, Wassim Hamidouche, Glenn Herrou, Daniel Ménard, Mérouane Debbah:
Can LLMs Revolutionize the Design of Explainable and Efficient TinyML Models? CoRR abs/2504.09685 (2025) - [i467]Juan Carlos Ruiz Sicilia, Marco Di Renzo, Placido Mursia, Vincenzo Sciancalepore, Mérouane Debbah:
Degrees of Freedom of Holographic MIMO - Fundamental Theory and Analytical Methods. CoRR abs/2504.13031 (2025) - [i466]Fenghao Zhu, Xinquan Wang, Xinyi Li, Maojun Zhang, Yixuan Chen, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Zhaoyang Zhang, Richeng Jin, Yongming Huang, Wei Feng, Tingting Yang, Baoming Bai, Feifei Gao, Kun Yang, Yuanwei Liu, Sami Muhaidat, Chau Yuen, Kaibin Huang, Kai-Kit Wong, Dusit Niyato, Mérouane Debbah:
Wireless Large AI Model: Shaping the AI-Native Future of 6G and Beyond. CoRR abs/2504.14653 (2025) - [i465]Mohamed Amine Ferrag, Norbert Tihanyi, Mérouane Debbah:
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review. CoRR abs/2504.19678 (2025) - [i464]Mingkai Xu, Yongpeng Wu, Yuxuan Shi, Xiang-Gen Xia, Mérouane Debbah, Wenjun Zhang, Ping Zhang:
Semantic-aided Parallel Image Transmission Compatible with Practical System. CoRR abs/2504.21466 (2025) - [i463]Fenghao Zhu, Xinquan Wang, Chen Zhu, Tierui Gong, Zhaohui Yang, Chongwen Huang, Xiaoming Chen, Zhaoyang Zhang, Mérouane Debbah:
Robust Deep Learning-Based Physical Layer Communications: Strategies and Approaches. CoRR abs/2505.01234 (2025) - [i462]Feibo Jiang, Cunhua Pan, Li Dong, Kezhi Wang, Mérouane Debbah, Dusit Niyato, Zhu Han:
A Comprehensive Survey of Large AI Models for Future Communications: Foundations, Applications and Challenges. CoRR abs/2505.03556 (2025) - [i461]Xin Li, Mengbing Liu, Li Wei, Jiancheng An, Mérouane Debbah, Chau Yuen:
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications. CoRR abs/2505.14354 (2025) - [i460]Feibo Jiang, Cunhua Pan, Li Dong, Kezhi Wang, Octavia A. Dobre, Mérouane Debbah:
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications. CoRR abs/2505.22311 (2025) - [i459]Tierui Gong, Chau Yuen, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum MIMO Receivers for The Multi-User Uplink. CoRR abs/2506.01355 (2025) - [i458]Wanting Yang, Zehui Xiong, Qianqian Yang, Ping Zhang, Mérouane Debbah, Rahim Tafazolli:
Channel-adaptive Cross-modal Generative Semantic Communication for Point Cloud Transmission. CoRR abs/2506.03211 (2025) - [i457]Chao Zhang, Li Wang, Samson Lasaulce, Mérouane Debbah:
BAQ: Efficient Bit Allocation Quantization for Large Language Models. CoRR abs/2506.05664 (2025) - [i456]Vincenzo Colle, Mohamed Sana, Nicola Piovesan, Antonio De Domenico, Fadhel Ayed, Mérouane Debbah:
TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving. CoRR abs/2506.10674 (2025) - [i455]Guojun Huang, Jiancheng An, Lu Gan, Dusit Niyato, Mérouane Debbah, Tie Jun Cui:
Stacked Intelligent Metasurfaces for Multi-Modal Semantic Communications. CoRR abs/2506.12368 (2025) - [i454]Can Zheng, Jiguang He, Chung Gu Kang, Guofa Cai, Zitong Yu, Mérouane Debbah:
M2BeamLLM: Multimodal Sensing-empowered mmWave Beam Prediction with Large Language Models. CoRR abs/2506.14532 (2025) - [i453]Yifan Xue, Ruihuai Liang, Bo Yang, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Chau Yuen:
Joint Task Offloading and Resource Allocation in Low-Altitude MEC via Graph Attention Diffusion. CoRR abs/2506.21933 (2025) - [i452]Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda, Leandros Maglaras, Mérouane Debbah:
From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows. CoRR abs/2506.23260 (2025) - [i451]Xinquan Wang, Fenghao Zhu, Zhaohui Yang, Chongwen Huang, Xiaoming Chen, Zhaoyang Zhang, Sami Muhaidat, Mérouane Debbah:
Bridging Physical and Digital Worlds: Embodied Large AI for Future Wireless Systems. CoRR abs/2506.24009 (2025) - [i450]Jiayi Lu, Wanting Yang, Zehui Xiong, Rahim Tafazolli, Tony Q. S. Quek, Mérouane Debbah, Dong In Kim:
Multi-User Generative Semantic Communication with Intent-Aware Semantic-Splitting Multiple Access. CoRR abs/2507.01333 (2025) - [i449]Bohao Wang, Zitao Shuai, Fenghao Zhu, Chongwen Huang, Yongliang Shen, Zhaoyang Zhang, Qianqian Yang, Sami Muhaidat, Mérouane Debbah:
Dynamical Multimodal Fusion with Mixture-of-Experts for Localizations. CoRR abs/2507.01337 (2025) - [i448]Bo Yang, Ruihuai Liang, Weixin Li, Han Wang, Xuelin Cao, Zhiwen Yu, Samson Lasaulce, Mérouane Debbah, Mohamed-Slim Alouini, H. Vincent Poor, Chau Yuen:
Frontiers of Generative AI for Network Optimization: Theories, Limits, and Visions. CoRR abs/2507.01773 (2025) - [i447]Hoon Lee, Wentao Zhou, Mérouane Debbah, Inkyu Lee:
On the Convergence of Large Language Model Optimizer for Black-Box Network Management. CoRR abs/2507.02689 (2025) - [i446]Hong Niu, Jiancheng An, Tuo Wu, Jiangong Chen, Yufei Zhao, Yong Liang Guan, Marco Di Renzo, Mérouane Debbah, George K. Karagiannidis, H. Vincent Poor, Chau Yuen:
Introducing Meta-Fiber into Stacked Intelligent Metasurfaces for MIMO Communications: A Low-Complexity Design with only Two Layers. CoRR abs/2507.09575 (2025) - [i445]Mohamed Sana, Nicola Piovesan, Antonio De Domenico, Yibin Kang, Haozhe Zhang, Mérouane Debbah, Fadhel Ayed:
Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks. CoRR abs/2507.21974 (2025) - [i444]Mohamad Assaad, Zeinab Nehme, Mérouane Debbah:
Communication-Efficient Zero-Order and First-Order Federated Learning Methods over Wireless Networks. CoRR abs/2508.08013 (2025) - [i443]Ilias Chatzistefanidis, Andrea Leone, Ali Yaghoubian, Mikel Irazabal, Nassim Sehad, Lina Bariah, Mérouane Debbah, Navid Nikaein:
MX-AI: Agentic Observability and Control Platform for Open and AI-RAN. CoRR abs/2508.09197 (2025) - [i442]Sergey Petrov, Samson Lasaulce, Mérouane Debbah:
Per-antenna power constraints: constructing Pareto-optimal precoders with cubic complexity under non-negligible noise conditions. CoRR abs/2508.09646 (2025) - [i441]Bohao Wang, Zehua Jiang, Zhenyu Yang, Chongwen Huang, Yongliang Shen, Siming Jiang, Chen Zhu, Zhaohui Yang, Richeng Jin, Zhaoxiang Zhang, Sami Muhaidat, Mérouane Debbah:
DeepTelecom: A Digital-Twin Deep Learning Dataset for Channel and MIMO Applications. CoRR abs/2508.14507 (2025) - [i440]Yuanbin Chen, Chau Yuen, Darmindra Arumugam, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Polarization-Aware DoA Detection Relying on a Single Rydberg Atomic Receiver. CoRR abs/2508.17179 (2025) - [i439]Yuzhi Yang, Omar Alhussein, Mérouane Debbah:
Non-Identical Diffusion Models in MIMO-OFDM Channel Generation. CoRR abs/2509.01641 (2025) - [i438]Kaining Wang, Bo Yang, Zhiwen Yu, Xuelin Cao, Mérouane Debbah, Chau Yuen:
Optimization for Massive 3D-RIS Deployment: A Generative Diffusion Model-Based Approach. CoRR abs/2509.11969 (2025) - [i437]Xueyao Zhang, Bo Yang, Zhiwen Yu, Xuelin Cao, George C. Alexandropoulos, Mérouane Debbah, Chau Yuen:
Cooperative Target Detection with AUVs: A Dual-Timescale Hierarchical MARDL Approach. CoRR abs/2509.13381 (2025) - [i436]Yunqi Gao, Bing Hu, Mahdi Boloursaz Mashhadi, A-Long Jin, Yanfeng Zhang, Pei Xiao, Rahim Tafazolli, Mérouane Debbah:
FlowMoE: A Scalable Pipeline Scheduling Framework for Distributed Mixture-of-Experts Training. CoRR abs/2510.00207 (2025) - [i435]Farhad Rezazadeh, Hatim Chergui, Mérouane Debbah, Houbing Song, Dusit Niyato, Lingjia Liu:
Rivaling Transformers: Multi-Scale Structured State-Space Mixtures for Agentic 6G O-RAN. CoRR abs/2510.05255 (2025) - [i434]Xueyao Zhang, Bo Yang, Zhiwen Yu, Xuelin Cao, Wei Xiang, Bin Guo, Liang Wang, Billy Pik Lik Lau, George C. Alexandropoulos, Jun Luo, Mérouane Debbah, Zhu Han, Chau Yuen:
Joint Optimization of Cooperation Efficiency and Communication Covertness for Target Detection with AUVs. CoRR abs/2510.18225 (2025) - [i433]Hatim Chergui, Farhad Rezazadeh, Mérouane Debbah, Christos V. Verikoukis:
A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks. CoRR abs/2510.19973 (2025) - [i432]Enyu Shi, Jiayi Zhang, Zhilong Liu, Ziheng Liu, Arumugam Nallanathan, Mérouane Debbah, Shi Jin, Bo Ai:
Stacked Intelligent Metasurfaces for 6G Wireless Networks: Principles, Applications, and Research Directions. CoRR abs/2510.20572 (2025) - [i431]Yuzhi Yang, Sen Yan, Weijie Zhou, Brahim Mefgouda, Ridong Li, Zhaoyang Zhang, Mérouane Debbah:
Diffusion Models for Wireless Transceivers: From Pilot-Efficient Channel Estimation to AI-Native 6G Receivers. CoRR abs/2510.24495 (2025) - [i430]Kaining Wang, Bo Yang, Yusheng Lei, Zhiwen Yu, Xuelin Cao, Liang Wang, Bin Guo, George C. Alexandropoulos, Mérouane Debbah, Zhu Han:
3D Gaussian Radiation Field Modeling for Integrated RIS-FAS Systems: Analysis and Optimization. CoRR abs/2511.01373 (2025) - [i429]Xiumei Deng, Zehui Xiong, Binbin Chen, Dong In Kim, Mérouane Debbah, H. Vincent Poor:
Federated Attention: A Distributed Paradigm for Collaborative LLM Inference over Edge Networks. CoRR abs/2511.02647 (2025) - [i428]Farhad Rezazadeh, Hatim Chergui, Mérouane Debbah, Houbing Song, Dusit Niyato, Lingjia Liu:
Agentic World Modeling for 6G: Near-Real-Time Generative State-Space Reasoning. CoRR abs/2511.02748 (2025) - 2024
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Revolutionizing Cyber Threat Detection With Large Language Models: A Privacy-Preserving BERT-Based Lightweight Model for IoT/IIoT Devices. IEEE Access 12: 23733-23750 (2024) - [j358]Sang Hyun Lee, Hongju Lee, Sunho Kim, Hoon Lee, Mérouane Debbah, Inkyu Lee:
A Node-Cooperative Universal Framework for Wireless Network Management Automation. IEEE Commun. Mag. 62(6): 50-57 (2024) - [j357]Wassim Hamidouche, Lina Bariah, Mérouane Debbah:
Immersive Media and Massive Twinning: Advancing Toward the Metaverse. IEEE Commun. Mag. 62(7): 20-32 (2024) - [j356]Lina Bariah, Qiyang Zhao, Hang Zou, Yu Tian, Faouzi Bader, Mérouane Debbah:
Large Generative AI Models for Telecom: The Next Big Thing? IEEE Commun. Mag. 62(11): 84-90 (2024) - [j355]Tierui Gong, Panagiotis N. Gavriilidis, Ran Ji, Chongwen Huang, George C. Alexandropoulos, Li Wei, Zhaoyang Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Holographic MIMO Communications: Theoretical Foundations, Enabling Technologies, and Future Directions. IEEE Commun. Surv. Tutorials 26(1): 196-257 (2024) - [j354]Zhe Wang, Jiayi Zhang, Hongyang Du, Dusit Niyato, Shuguang Cui, Bo Ai, Mérouane Debbah, Khaled B. Letaief, H. Vincent Poor:
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. IEEE Commun. Surv. Tutorials 26(3): 1560-1605 (2024) - [j353]Wei Jiang, Qiuheng Zhou, Jiguang He, Mohammad Asif Habibi, Sergiy Melnyk, Mohammed El-Absi, Bin Han, Marco Di Renzo, Hans Dieter Schotten, Fa-Long Luo, Tarek S. El-Bawab, Markku J. Juntti, Mérouane Debbah, Victor C. M. Leung:
Terahertz Communications and Sensing for 6G and Beyond: A Comprehensive Review. IEEE Commun. Surv. Tutorials 26(4): 2326-2381 (2024) - [j352]Latif U. Khan, Mohsen Guizani, Dusit Niyato, Ala I. Al-Fuqaha, Mérouane Debbah:
Metaverse for wireless systems: Architecture, advances, standardization, and open challenges. Internet Things 25: 101121 (2024) - [j351]Bingqing Jiang, Jun Du, Chunxiao Jiang, Zhu Han, Mérouane Debbah:
Underwater Searching and Multiround Data Collection via AUV Swarms: An Energy-Efficient AoI-Aware MAPPO Approach. IEEE Internet Things J. 11(7): 12768-12782 (2024) - [j350]Mintae Kim, Hoon Lee, Sangwon Hwang, Minseok Kim, Mérouane Debbah, Inkyu Lee:
Decentralized Learning Framework for Hierarchical Wireless Networks: A Tree Neural Network Approach. IEEE Internet Things J. 11(10): 17780-17796 (2024) - [j349]Bui Duc Son, Tien Hoa Nguyen, Trinh Van Chien, Waqas Khalid, Mohamed Amine Ferrag, Wan Choi, Mérouane Debbah:
Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems. IEEE Internet Things J. 11(11): 19168-19187 (2024) - [j348]Hongju Lee, Sung Il Choi, Sang Hyun Lee, Mérouane Debbah, Inkyu Lee:
Distributed Task Offloading in Mobile-Edge Computing With Virtual Machines. IEEE Internet Things J. 11(13): 24083-24097 (2024) - [j347]Chengjun Jiang, Chensi Zhang, Chongwen Huang, Jianhua Ge, Mérouane Debbah, Chau Yuen:
Exploiting RIS in Secure Beamforming Design for NOMA-Assisted Integrated Sensing and Communication. IEEE Internet Things J. 11(17): 28123-28136 (2024) - [j346]Mintae Kim, Hoon Lee, Sangwon Hwang, Mérouane Debbah, Inkyu Lee:
Cooperative Multiagent Deep Reinforcement Learning Methods for UAV-Aided Mobile Edge Computing Networks. IEEE Internet Things J. 11(23): 38040-38053 (2024) - [j345]Tao Yu, Zongdian Li, Omar Hashash, Kei Sakaguchi, Walid Saad, Mérouane Debbah:
Internet of Federated Digital Twins: Connecting Twins Beyond Borders for Society 5.0. IEEE Internet Things Mag. 7(5): 64-71 (2024) - [j344]Yongxi Liu, Ming Zhang, Tengjiao Wang, Anxue Zhang, Mérouane Debbah:
Densifying MIMO: Channel Modeling, Physical Constraints, and Performance Evaluation for Holographic Communications. IEEE J. Sel. Areas Commun. 42(6): 1504-1518 (2024) - [j343]Tierui Gong, Li Wei, Chongwen Huang, Zhijia Yang, Jiguang He, Mérouane Debbah, Chau Yuen:
Holographic MIMO Communications With Arbitrary Surface Placements: Near-Field LoS Channel Model and Capacity Limit. IEEE J. Sel. Areas Commun. 42(6): 1549-1566 (2024) - [j342]Xu Gan, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Jiguang He, Zhaoyang Zhang, Chau Yuen, Yong Liang Guan, Mérouane Debbah:
Coverage and Rate Analysis for Integrated Sensing and Communication Networks. IEEE J. Sel. Areas Commun. 42(9): 2213-2227 (2024) - [j341]Jiancheng An, Chau Yuen, Yong Liang Guan, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Two-Dimensional Direction-of-Arrival Estimation Using Stacked Intelligent Metasurfaces. IEEE J. Sel. Areas Commun. 42(10): 2786-2802 (2024) - [j340]Yuan Xu, Chongwen Huang, Li Wei, Zhaohui Yang, Ahmed Al Hammadi, Jun Yang, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Hashing Beam Training for Integrated Ground-Air-Space Wireless Networks. IEEE J. Sel. Areas Commun. 42(12): 3477-3489 (2024) - [j339]Xu Gan, Chongwen Huang, Zhaohui Yang, Caijun Zhong, Xiaoming Chen, Zhaoyang Zhang, Qinghua Guo, Chau Yuen, Mérouane Debbah:
Bayesian Learning for Double-RIS Aided ISAC Systems With Superimposed Pilots and Data. IEEE J. Sel. Top. Signal Process. 18(5): 766-781 (2024) - [j338]Bohao Wang, Zitao Shuai, Chongwen Huang, Qianqian Yang, Zhaohui Yang, Richeng Jin, Ahmed Al Hammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Multi-Sources Fusion Learning for Multi-Points NLOS Localization in OFDM System. IEEE J. Sel. Top. Signal Process. 18(7): 1339-1350 (2024) - [j337]Yajun Zhao, Linglong Dai, Jianhua Zhang, Ran Ji, Mengnan Jian, Hao Xue, Hongkang Yu, Yunqi Sun, Yu Lu, Zidong Wu, Zhuo Xu, Jinke Li, Haiyang Miao, Zhiqiang Yuan, Pan Tang, Jiayu Shen, Tierui Gong, Haixia Liu, Jiaqi Han, Qiang Feng, Zhi Chen, Lingxiang Li, Gang Yang, Yong Zeng, Cunhua Pan, Wang Liu, Kangda Zhi, Weidong Hu, Yuanwei Liu, Xidong Mu, Chau Yuen, Mérouane Debbah, Chongwen Huang, Long Li, Ping Zhang:
Near-field communications: characteristics, technologies, and engineering. Frontiers Inf. Technol. Electron. Eng. 25(12): 1580-1626 (2024) - [j336]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Don Towsley, Mérouane Debbah:
Foundations of Quantum Federated Learning Over Classical and Quantum Networks. IEEE Netw. 38(1): 124-130 (2024) - [j335]Mohamed Rihan, Alessio Zappone, Stefano Buzzi, Gábor Fodor, Mérouane Debbah:
Passive Versus Active Reconfigurable Intelligent Surfaces for Integrated Sensing and Communication: Challenges and Opportunities. IEEE Netw. 38(3): 218-226 (2024) - [j334]Yusen Wu, Ye Hu, Mingzhe Chen, Yelena Yesha, Mérouane Debbah:
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges. IEEE Netw. 38(6): 443-450 (2024) - [j333]Naveed Ul Hassan, Jiancheng An, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Efficient Beamforming and Radiation Pattern Control Using Stacked Intelligent Metasurfaces. IEEE Open J. Commun. Soc. 5: 599-611 (2024) - [j332]Ting Ning, Can Lin, Guofa Cai, Kengyuan Xie, Jiguang He, Chongwen Huang, Mérouane Debbah:
Energy Buffer-Aided Wireless-Powered Relaying System for Self-Sustainable Implant WBAN. IEEE Open J. Commun. Soc. 5: 2302-2318 (2024) - [j331]Mohit K. Sharma, Ibrahim Farhat, Chen-Feng Liu, Nassim Sehad, Wassim Hamidouche, Mérouane Debbah:
Real-Time Immersive Aerial Video Streaming: A Comprehensive Survey, Benchmarking, and Open Challenges. IEEE Open J. Commun. Soc. 5: 5680-5705 (2024) - [j330]Hamad Yahya, Hongyu Li, Matteo Nerini, Bruno Clerckx, Mérouane Debbah:
Beyond Diagonal RIS: Passive Maximum Ratio Transmission and Interference Nulling Enabler. IEEE Open J. Commun. Soc. 5: 7613-7627 (2024) - [j329]Zhaokun Liang, Guofa Cai, Jiguang He, Georges Kaddoum, Chongwen Huang, Mérouane Debbah:
RIS-Enabled Anti-Interference in LoRa Systems. IEEE Trans. Commun. 72(10): 6599-6616 (2024) - [j328]Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah:
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 25(8): 10446-10451 (2024) - [j327]Eyad Shtaiwi, Hongliang Zhang, Ahmed Abdelhadi, Naofal Al-Dhahir, Mérouane Debbah, Zhu Han:
Channel Estimation for RIS-Assisted MIMO Systems With Hardening Effects. IEEE Trans. Veh. Technol. 73(11): 15941-15954 (2024) - [j326]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
Green, Quantized Federated Learning Over Wireless Networks: An Energy-Efficient Design. IEEE Trans. Wirel. Commun. 23(2): 1386-1402 (2024) - [j325]Yajun Cheng, Chongwen Huang, Wei Peng, Mérouane Debbah, Lajos Hanzo, Chau Yuen:
Achievable Rate Optimization of the RIS-Aided Near-Field Wideband Uplink. IEEE Trans. Wirel. Commun. 23(3): 2296-2311 (2024) - [j324]Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis:
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework. IEEE Trans. Wirel. Commun. 23(4): 3839-3855 (2024) - [j323]Wentao Zhou, Di Zhang, Mérouane Debbah, Inkyu Lee:
Robust Precoding Designs for Multiuser MIMO Systems With Limited Feedback. IEEE Trans. Wirel. Commun. 23(8): 9583-9595 (2024) - [j322]Dezhi Wang, Chongwen Huang, Jiguang He, Xiaoming Chen, Wei Wang, Zhaoyang Zhang, Zhu Han, Mérouane Debbah:
Mean Field Game-Based Waveform Precoding Design for Mobile Crowd Integrated Sensing, Communication, and Computation Systems. IEEE Trans. Wirel. Commun. 23(8): 10430-10444 (2024) - [j321]Christina Chaccour, Walid Saad, Mérouane Debbah, H. Vincent Poor:
Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences. IEEE Trans. Wirel. Commun. 23(9): 11444-11460 (2024) - [j320]Yongkang Gong, Dongxiao Yu, Xiuzhen Cheng, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Computation Offloading and Quantization Schemes for Federated Satellite-Ground Graph Networks. IEEE Trans. Wirel. Commun. 23(10): 14140-14154 (2024) - [j319]Bingyan Xie, Yongpeng Wu, Yuxuan Shi, Wenjun Zhang, Shuguang Cui, Mérouane Debbah:
Robust Image Semantic Coding With Learnable CSI Fusion Masking Over MIMO Fading Channels. IEEE Trans. Wirel. Commun. 23(10): 14155-14170 (2024) - [j318]Yuan Xu, Chongwen Huang, Li Wei, Yongxu Zhu, Zhaohui Yang, Jiguang He, Jun Yang, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Coverage and Rate Analysis for Distributed RISs-Assisted mmWave Communications. IEEE Trans. Wirel. Commun. 23(10): 15070-15082 (2024) - [j317]Weidong Li, Haifan Yin, Ziao Qin, Mérouane Debbah:
Wavefront Transformation-Based Near-Field Channel Prediction for Extremely Large Antenna Array With Mobility. IEEE Trans. Wirel. Commun. 23(10): 15613-15626 (2024) - [j316]Fenghao Zhu, Xinquan Wang, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Ahmed Al Hammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Robust Beamforming for RIS-Aided Communications: Gradient-Based Manifold Meta Learning. IEEE Trans. Wirel. Commun. 23(11): 15945-15956 (2024) - [j315]Ran Ji, Chongwen Huang, Xiaoming Chen, Wei E. I. Sha, Linglong Dai, Jiguang He, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Electromagnetic Hybrid Beamforming for Holographic MIMO Communications. IEEE Trans. Wirel. Commun. 23(11): 15973-15986 (2024) - [j314]Fuad Choudhury, Aïssa Ikhlef, Walid Saad, Mérouane Debbah:
Deep Learning for Detection and Identification of Asynchronous Pilot Spoofing Attacks in Massive MIMO Networks. IEEE Trans. Wirel. Commun. 23(11): 17103-17114 (2024) - [j313]Bingqing Jiang, Jun Du, Chunxiao Jiang, Zhu Han, Ahmed Alhammadi, Mérouane Debbah:
Over-the-Air Federated Learning in Digital Twins Empowered UAV Swarms. IEEE Trans. Wirel. Commun. 23(11): 17619-17634 (2024) - [j312]Christo Kurisummoottil Thomas, Christina Chaccour, Walid Saad, Mérouane Debbah, Choong Seon Hong:
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks. IEEE Veh. Technol. Mag. 19(1): 16-31 (2024) - [j311]Zhaoyang Zhang, Mérouane Debbah, Yonina C. Eldar, Dinh Thai Hoang, Wen Tong, Kai-Kit Wong:
Guest Editorial: Sustainable Big AI Model for Wireless Networks. IEEE Wirel. Commun. 31(3): 18-19 (2024) - [j310]Jiancheng An, Chau Yuen, Linglong Dai, Marco Di Renzo, Mérouane Debbah, Lajos Hanzo:
Near-Field Communications: Research Advances, Potential, and Challenges. IEEE Wirel. Commun. 31(3): 100-107 (2024) - [j309]Tierui Gong, Li Wei, Chongwen Huang, George C. Alexandropoulos, Mérouane Debbah, Chau Yuen:
Near-Field Channel Modeling for Holographic Mimo Communications. IEEE Wirel. Commun. 31(3): 108-116 (2024) - [j308]Zhe Wang, Jiayi Zhang, Hongyang Du, Wei E. I. Sha, Bo Ai, Dusit Niyato, Mérouane Debbah:
Extremely Large-Scale MIMO: Fundamentals, Challenges, Solutions, and Future Directions. IEEE Wirel. Commun. 31(3): 117-124 (2024) - [j307]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Bo Ai, Mérouane Debbah, Khaled B. Letaief:
Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions. IEEE Wirel. Commun. 31(3): 140-147 (2024) - [j306]Jieao Zhu, Zhongzhichao Wan, Linglong Dai, Mérouane Debbah, H. Vincent Poor:
Electromagnetic Information Theory: Fundamentals, Modeling, Applications, and Open Problems. IEEE Wirel. Commun. 31(3): 156-162 (2024) - [j305]Lina Bariah, Mérouane Debbah:
The Interplay of AI and Digital Twin: Bridging the Gap between Data-Driven and Model-Driven Approaches. IEEE Wirel. Commun. 31(3): 219-225 (2024) - [j304]Jiancheng An, Chau Yuen, Chao Xu, Hongbin Li, Derrick Wing Kwan Ng, Marco Di Renzo, Mérouane Debbah, Lajos Hanzo:
Stacked Intelligent Metasurface-Aided MIMO Transceiver Design. IEEE Wirel. Commun. 31(4): 123-131 (2024) - [j303]Lina Bariah, Mérouane Debbah:
AI Embodiment Through 6G: Shaping the Future of AGI. IEEE Wirel. Commun. 31(5): 174-181 (2024) - [j302]Shining Lin, Jiancheng An, Lu Gan, Mérouane Debbah, Chau Yuen:
Stacked Intelligent Metasurface Enabled LEO Satellite Communications Relying on Statistical CSI. IEEE Wirel. Commun. Lett. 13(5): 1295-1299 (2024) - [j301]Fenghao Zhu, Xinquan Wang, Chongwen Huang, Ahmed Alhammadi, Hui Chen, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Beamforming Inferring by Conditional WGAN-GP for Holographic Antenna Arrays. IEEE Wirel. Commun. Lett. 13(7): 2023-2027 (2024) - [j300]Yuan Xu, Chongwen Huang, Li Wei, Zhaohui Yang, Xiaoming Chen, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Low-Complexity Beam Training for Multi-RIS-Assisted Multi-User Communications. IEEE Wirel. Commun. Lett. 13(8): 2030-2034 (2024) - [j299]Dezhi Wang, Chongwen Huang, Lei Liu, Xiaoming Chen, Wei Wang, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Exploring Channel Estimation and Signal Detection for ODDM-Based ISAC Systems. IEEE Wirel. Commun. Lett. 13(8): 2270-2274 (2024) - [j298]Haoxian Niu, Jiancheng An, Anastasios K. Papazafeiropoulos, Lu Gan, Symeon Chatzinotas, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Integrated Sensing and Communications. IEEE Wirel. Commun. Lett. 13(10): 2807-2811 (2024) - [j297]Xinquan Wang, Fenghao Zhu, Chongwen Huang, Ahmed Alhammadi, Faouzi Bader, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Robust Beamforming With Gradient-Based Liquid Neural Network. IEEE Wirel. Commun. Lett. 13(11): 3020-3024 (2024) - [c409]Wenjun Yang, Yiqing Shen, Zehong Wang, Rui Zhao, Qitong Lu, Xinsheng Liu, Yungeng Liu, Mérouane Debbah, Yu Guang Wang, Shir Li Wang:
FalconProtein: Finetuning Falcon Foundation Model for Protein Engineering. BIBM 2024: 5409-5417 - [c408]Norbert Tihanyi, Tamás Bisztray, Richard A. Dubniczky, Rebeka Tóth, Bertalan Borsos, Bilel Cherif, Ridhi Jain, Lajos Muzsai, Mohamed Amine Ferrag, Ryan Marinelli, Lucas C. Cordeiro, Mérouane Debbah, Vasileios Mavroeidis, Audun Jøsang:
Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence. IEEE Big Data 2024: 3313-3321 - [c407]Norbert Tihanyi, Mohamed Amine Ferrag, Ridhi Jain, Tamás Bisztray, Mérouane Debbah:
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge. CSR 2024: 296-302 - [c406]M. Hassan, C. Zhang, Samson Lasaulce, V. S. Varma, Mérouane Debbah, M. Ghosho:
Strategic Federated Learning: Application to Smart Meter Data Clustering. EUSIPCO 2024: 1172-1176 - [c405]Omar Erak, Nouf Alabbasi, Omar Alhussein, Ismail Lotfi, Amr Hussein, Sami Muhaidat, Mérouane Debbah:
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP Standards. GLOBECOM (Workshops) 2024: 1-6 - [c404]Xin Zhang, Dongfang Xu, Xianghao Yu, Shenghui Song, Mérouane Debbah:
Finite Blocklength Analysis for Optical Fiber MIMO Channels. GLOBECOM 2024: 843-848 - [c403]Dezhi Wang, Chongwen Huang, Lei Liu, Xiaoming Chen, Zhaohui Yang, Jiguang He, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Channel Estimation for Massive MIMO Orthogonal Delay-Doppler Division Multiplexing Systems. GLOBECOM 2024: 992-997 - [c402]Fenghao Zhu, Xinquan Wang, Chongwen Huang, Richeng Jin, Qianqian Yang, Ahmed Al Hammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Robust Continuous-Time Beam Tracking with Liquid Neural Network. GLOBECOM 2024: 4878-4883 - [c401]Jiancheng An, Chau Yuen, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Downlink Multiuser Communications Relying on Flexible Intelligent Metasurfaces. GLOBECOM 2024: 4932-4937 - [c400]Yuan Xu, Wei Li, Chongwen Huang, Chen Zhu, Zhaohui Yang, Jun Yang, Jiguang He, Zhaoyang Zhang, Mérouane Debbah:
Hashing Beam Training for Near-Field Communications. ICC Workshops 2024: 732-737 - [c399]Charles Vanwynsberghe, Jiguang He, Mérouane Debbah:
A Universal Framework for Holographic MIMO Sensing. ICC 2024: 2464-2469 - [c398]Jiancheng An, Chau Yuen, Yong Liang Guan, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Stacked Intelligent Metasurface Performs a 2D DFT in the Wave Domain for DOA Estimation. ICC 2024: 3445-3451 - [c397]Xinquan Wang, Fenghao Zhu, Qianyun Zhou, Qihao Yu, Chongwen Huang, Ahmed Alhammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Energy-Efficient Beamforming for RISs-Aided Communications: Gradient Based Meta Learning. ICC 2024: 3464-3469 - [c396]Arthur Sousa de Sena, Jiguang He, Ahmed Y. Al Hammadi, Chongwen Huang, Faouzi Bader, Mérouane Debbah, Mathias Fink:
On the Sum Secrecy Rate of Multi-User Holographic MIMO Networks. ICC 2024: 4390-4396 - [c395]Songjie Yang, Jiancheng An, Yue Xiu, Wanting Lyu, Boyu Ning, Zhongpei Zhang, Mérouane Debbah, Chau Yuen:
Flexible Antenna Arrays for Wireless Communications: Modeling and Performance Evaluation. ICCT 2024: 2034-2039 - [c394]Arnav Chavan, Raghav Magazine, Shubham Kushwaha, Mérouane Debbah, Deepak K. Gupta:
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward. IJCAI 2024: 7980-7988 - [c393]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead. NeurIPS 2024 - [c392]Li Wang, Chao Zhang, Samson Lasaulce, Lina Bariah, Mérouane Debbah:
Goal-Oriented State Information Compression for Linear Dynamical System Control. SPAWC 2024: 866-870 - [c391]Xu Gan, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Jiguang He, Zhaoyang Zhang, Chau Yuen, Yong Liang Guan, Mérouane Debbah:
Toward a Unified Analytical Framework for ISAC Fundamentals in Cellular Networks. VTC Spring 2024: 1-6 - [c390]Ran Ji, Chongwen Huang, Xiaoming Chen, Wei E. I. Sha, Linglong Dai, Jiguang He, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Superdirectivity-Based Electromagnetic Hybrid Beamforming for Holographic Communications. VTC Spring 2024: 1-6 - [c389]Xing Jia, Jiancheng An, Hao Liu, Lu Gan, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Stacked Intelligent Metasurface Enabled Near-Field Multiuser Beamfocusing in the Wave Domain. VTC Spring 2024: 1-5 - [c388]Bohao Wang, Fenghao Zhu, Mengbing Liu, Chongwen Huang, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Mérouane Debbah:
Multi -Sources Information Fusion Learning for Multi-Points NLOS Localization. VTC Spring 2024: 1-6 - [c387]Yuan Xu, Wei Li, Chongwen Huang, Yongxu Zhu, Zhaohui Yang, Jun Yang, Jiguang He, Zhaoyang Zhang, Mérouane Debbah:
Stochastic Geometry Analysis for Distributed RISs-Assisted mmWave Communications. VTC Spring 2024: 1-6 - [c386]Wentao Zhou, Di Zhang, Mérouane Debbah, Inkyu Lee:
Limited-Feedback MU-MIMO Systems with MMSE Precoding Design. VTC Spring 2024: 1-6 - [c385]Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Eustache Le Bihan, Haithem Boussaid, Ebtesam Almazrouei, Mérouane Debbah:
Do VSR Models Generalize Beyond LRS3? WACV 2024: 6621-6630 - [c384]Weidong Li, Haifan Yin, Ziao Qin, Mérouane Debbah:
A Near-Field Channel Prediction Method Based on Wavefront Transformation. WCNC 2024: 1-6 - [c383]Bo Yang, Xueyao Zhang, Zhiwen Yu, Xuelin Cao, Chongwen Huang, George C. Alexandropoulos, Yan Zhang, Mérouane Debbah, Chau Yuen:
Reconfigurable Intelligent Computational Surfaces for MEC-Assisted Autonomous Driving Networks. WCNC 2024: 1-6 - [c382]Ran Ji, Chongwen Huang, Xiaoming Chen, Wei E. I. Sha, Zhaoyang Zhang, Jun Yang, Kun Yang, Chau Yuen, Mérouane Debbah:
Hannan Limitation for 3D Antenna Array. WCSP 2024: 501-506 - [c381]Thomas Mongaillard, Samson Lasaulce, Othman Hicheur, Chao Zhang, Lina Bariah, Vineeth S. Varma, Hang Zou, Qiyang Zhao, Mérouane Debbah:
Large Language Models for Power Scheduling: A User-Centric Approach. WiOpt 2024: 321-328 - [e3]Elena Baralis, Kun Zhang, Ernesto Damiani, Mérouane Debbah, Panos Kalnis, Xindong Wu:
IEEE International Conference on Data Mining, ICDM 2024, Abu Dhabi, United Arab Emirates, December 9-12, 2024. IEEE 2024, ISBN 979-8-3315-0668-1 [contents] - [d2]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
A Dataset for Multi-Server Multi-User Computation Offloading. IEEE DataPort, 2024
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Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach. CoRR abs/2401.00443 (2024) - [i426]Mehdi Monemi, Mohammad Amir Fallah, Mehdi Rasti, Matti Latva-aho, Mérouane Debbah:
Towards Near-Field 3D Spot Beamfocusing: Possibilities, Challenges, and Use-cases. CoRR abs/2401.08651 (2024) - [i425]Bohao Wang, Fenghao Zhu, Mengbing Liu, Chongwen Huang, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Mérouane Debbah:
Multi-Sources Information Fusion Learning for Multi-Points NLOS Localization. CoRR abs/2401.12538 (2024) - [i424]Bui Duc Son, Tien Hoa Nguyen, Trinh Van Chien, Waqas Khalid, Mohamed Amine Ferrag, Wan Choi, Mérouane Debbah:
Adversarial Attacks and Defenses in 6G Network-Assisted IoT Systems. CoRR abs/2401.14780 (2024) - [i423]Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah:
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. CoRR abs/2401.17451 (2024) - [i422]Bo Yang, Xueyao Zhang, Zhiwen Yu, Xuelin Cao, Chongwen Huang, George C. Alexandropoulos, Yan Zhang, Mérouane Debbah, Chau Yuen:
Reconfigurable Intelligent Computational Surfaces for MEC-Assisted Autonomous Driving Networks. CoRR abs/2402.00398 (2024) - [i421]Arnav Chavan, Raghav Magazine, Shubham Kushwaha, Mérouane Debbah, Deepak K. Gupta:
Faster and Lighter LLMs: A Survey on Current Challenges and Way Forward. CoRR abs/2402.01799 (2024) - [i420]Yuan Xu, Chongwen Huang, Wei Li, Zhaohui Yang, Ahmed Alhammadi, Jun Yang, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Hashing Beam Training for Near-Field Integrated Sensing and Communication Systems. CoRR abs/2402.04913 (2024) - [i419]Yuan Xu, Chongwen Huang, Wei Li, Yongxu Zhu, Zhaohui Yang, Jiguang He, Jun Yang, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Coverage and Rate Analysis for Distributed RISs-Assisted mmWave Communications. CoRR abs/2402.06154 (2024) - [i418]Norbert Tihanyi, Mohamed Amine Ferrag, Ridhi Jain, Mérouane Debbah:
CyberMetric: A Benchmark Dataset for Evaluating Large Language Models Knowledge in Cybersecurity. CoRR abs/2402.07688 (2024) - [i417]Jiancheng An, Chau Yuen, Yong Liang Guan, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Two-Dimensional Direction-of-Arrival Estimation Using Stacked Intelligent Metasurfaces. CoRR abs/2402.08224 (2024) - [i416]Xu Gan, Chongwen Huang, Zhaohui Yang, Caijun Zhong, Xiaoming Chen, Zhaoyang Zhang, Qinghua Guo, Chau Yuen, Mérouane Debbah:
Bayesian Learning for Double-RIS Aided ISAC Systems with Superimposed Pilots and Data. CoRR abs/2402.10593 (2024) - [i415]Fenghao Zhu, Xinquan Wang, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Ahmed Alhammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Robust Beamforming for RIS-aided Communications: Gradient-based Manifold Meta Learning. CoRR abs/2402.10626 (2024) - [i414]Hang Zou, Qiyang Zhao, Lina Bariah, Yu Tian, Mehdi Bennis, Samson Lasaulce, Mérouane Debbah, Faouzi Bader:
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning. CoRR abs/2402.16631 (2024) - [i413]Shining Lin, Jiancheng An, Lu Gan, Mérouane Debbah, Chau Yuen:
Stacked Intelligent Metasurface Enabled LEO Satellite Communications Relying on Statistical CSI. CoRR abs/2403.05892 (2024) - [i412]Ran Ji, Chongwen Huang, Xiaoming Chen, Wei E. I. Sha, Linglong Dai, Jiguang He, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Electromagnetic Hybrid Beamforming for Holographic Communications. CoRR abs/2403.05970 (2024) - [i411]Yuan Xu, Wei Li, Chongwen Huang, Yongxu Zhu, Zhaohui Yang, Jun Yang, Jiguang He, Zhaoyang Zhang, Mérouane Debbah:
Stochastic Geometry Analysis for Distributed RISs-Assisted mmWave Communications. CoRR abs/2403.06073 (2024) - [i410]Yuan Xu, Wei Li, Chongwen Huang, Chen Zhu, Zhaohui Yang, Jun Yang, Jiguang He, Zhaoyang Zhang, Mérouane Debbah:
Hashing Beam Training for Near-Field Communications. CoRR abs/2403.06074 (2024) - [i409]Yuan Xu, Chongwen Huang, Li Wei, Zhaohui Yang, Xiaoming Chen, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Low-Complexity Beam Training for Multi-RIS-Assisted Multi-User Communications. CoRR abs/2403.08339 (2024) - [i408]Xu Gan, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Jiguang He, Zhaoyang Zhang, Chau Yuen, Yong Liang Guan, Mérouane Debbah:
Coverage and Rate Analysis for Integrated Sensing and Communication Networks. CoRR abs/2403.08343 (2024) - [i407]Tierui Gong, Li Wei, Chongwen Huang, George C. Alexandropoulos, Mérouane Debbah, Chau Yuen:
Near-Field Channel Modeling for Holographic MIMO Communications. CoRR abs/2403.09411 (2024) - [i406]Nassim Sehad, Lina Bariah, Wassim Hamidouche, Hamed Hellaoui, Riku Jäntti, Mérouane Debbah:
Generative AI for Immersive Communication: The Next Frontier in Internet-of-Senses Through 6G. CoRR abs/2404.01713 (2024) - [i405]Xin Zhang, Dongfang Xu, Shenghui Song, Mérouane Debbah:
Fundamental Limits of Optical Fiber MIMO Channels With Finite Blocklength. CoRR abs/2404.04477 (2024) - [i404]Mohamed El Amine Seddik, Suei-Wen Chen, Soufiane Hayou, Pierre Youssef, Mérouane Debbah:
How Bad is Training on Synthetic Data? A Statistical Analysis of Language Model Collapse. CoRR abs/2404.05090 (2024) - [i403]Wanting Yang, Zehui Xiong, Yanli Yuan, Wenchao Jiang, Tony Q. S. Quek, Mérouane Debbah:
Agent-driven Generative Semantic Communication for Remote Surveillance. CoRR abs/2404.06997 (2024) - [i402]Long He, Geng Sun, Dusit Niyato, Hongyang Du, Fang Mei, Jiawen Kang, Mérouane Debbah, Zhu Han:
Generative AI for Game Theory-based Mobile Networking. CoRR abs/2404.09699 (2024) - [i401]Fenghao Zhu, Xinquan Wang, Chongwen Huang, Richeng Jin, Qianqian Yang, Ahmed Alhammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Robust Continuous-Time Beam Tracking with Liquid Neural Network. CoRR abs/2405.00365 (2024) - [i400]Fenghao Zhu, Xinquan Wang, Chongwen Huang, Ahmed Alhammadi, Hui Chen, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Beamforming Inferring by Conditional WGAN-GP for Holographic Antenna Arrays. CoRR abs/2405.00391 (2024) - [i399]Walid Saad, Omar Hashash, Christo Kurisummoottil Thomas, Christina Chaccour, Mérouane Debbah, Narayan B. Mandayam, Zhu Han:
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G. CoRR abs/2405.02336 (2024) - [i398]Khurshid Alam, Mohammad Asif Habibi, Matthias Tammen, Dennis Krummacker, Walid Saad, Marco Di Renzo, Tommaso Melodia, Xavier Costa-Pérez, Mérouane Debbah, Ashutosh Dutta, Hans D. Schotten:
A Comprehensive Overview and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, and Use Cases. CoRR abs/2405.03555 (2024) - [i397]Yusen Wu, Ye Hu, Mingzhe Chen, Yelena Yesha, Mérouane Debbah:
Blockchains for Internet of Things: Fundamentals, Applications, and Challenges. CoRR abs/2405.04803 (2024) - [i396]Xinquan Wang, Fenghao Zhu, Chongwen Huang, Ahmed Alhammadi, Faouzi Bader, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Robust Beamforming with Gradient-based Liquid Neural Network. CoRR abs/2405.07291 (2024) - [i395]Li Wei, Tierui Gong, Chongwen Huang, Zhaoyang Zhang, Wei E. I. Sha, Zhi Ning Chen, Linglong Dai, Mérouane Debbah, Chau Yuen:
Electromagnetic Information Theory for Holographic MIMO Communications. CoRR abs/2405.10496 (2024) - [i394]Adrien Basdevant, Camille François, Victor Storchan, Kevin Bankston, Ayah Bdeir, Brian Behlendorf, Mérouane Debbah, Sayash Kapoor, Yann LeCun, Mark Surman, Helen King-Turvey, Nathan Lambert, Stefano Maffulli, Nik Marda, Govind Shivkumar, Justine Tunney:
Towards a Framework for Openness in Foundation Models: Proceedings from the Columbia Convening on Openness in Artificial Intelligence. CoRR abs/2405.15802 (2024) - [i393]Wanli Ni, Ailing Zheng, Wen Wang, Dusit Niyato, Naofal Al-Dhahir, Mérouane Debbah:
From Single to Multi-Functional RIS: Architecture, Key Technologies, Challenges, and Applications. CoRR abs/2405.16257 (2024) - [i392]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead. CoRR abs/2406.00431 (2024) - [i391]Bingyan Xie, Yongpeng Wu, Yuxuan Shi, Wenjun Zhang, Shuguang Cui, Mérouane Debbah:
Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels. CoRR abs/2406.07389 (2024) - [i390]Qiyuan Du, Yiping Duan, Qianqian Yang, Xiaoming Tao, Mérouane Debbah:
Object-Attribute-Relation Representation based Video Semantic Communication. CoRR abs/2406.10469 (2024) - [i389]Kaining Wang, Bo Yang, Zhiwen Yu, Xuelin Cao, Mérouane Debbah, Chau Yuen:
Filtering Reconfigurable Intelligent Computational Surface for RF Spectrum Purification. CoRR abs/2406.18055 (2024) - [i388]Thomas Mongaillard, Samson Lasaulce, Othman Hicheur, Chao Zhang, Lina Bariah, Vineeth S. Varma, Hang Zou, Qiyang Zhao, Mérouane Debbah:
Large Language Models for Power Scheduling: A User-Centric Approach. CoRR abs/2407.00476 (2024) - [i387]Xueyao Zhang, Bo Yang, Zhiwen Yu, Xuelin Cao, George C. Alexandropoulos, Yan Zhang, Mérouane Debbah, Chau Yuen:
Reconfigurable Intelligent Computational Surfaces for MEC-Assisted Autonomous Driving Networks: Design Optimization and Analysis. CoRR abs/2407.00933 (2024) - [i386]Mintae Kim, Hoon Lee, Sangwon Hwang, Mérouane Debbah, Inkyu Lee:
Cooperative Multi-Agent Deep Reinforcement Learning Methods for UAV-aided Mobile Edge Computing Networks. CoRR abs/2407.03280 (2024) - [i385]Hao Liu, Jiancheng An, Xing Jia, Shining Lin, Xianghao Yao, Lu Gan, Bruno Clerckx, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges. CoRR abs/2407.03566 (2024) - [i384]Songjie Yang, Jiancheng An, Yue Xiu, Wanting Lyu, Boyu Ning, Zhongpei Zhang, Mérouane Debbah, Chau Yuen:
Flexible Antenna Arrays for Wireless Communications: Modeling and Performance Evaluation. CoRR abs/2407.04944 (2024) - [i383]Xu Gan, Chongwen Huang, Zhaohui Yang, Xiaoming Chen, Faouzi Bader, Zhaoyang Zhang, Chau Yuen, Yong Liang Guan, Mérouane Debbah:
RIS-assisted Coverage Enhancement in mmWave Integrated Sensing and Communication Networks. CoRR abs/2407.05249 (2024) - [i382]Wentao Zhou, Di Zhang, Mérouane Debbah, Inkyu Lee:
Robust Precoding Designs for Multiuser MIMO Systems with Limited Feedback. CoRR abs/2407.05636 (2024) - [i381]Li Wang, Chao Zhang, Qiyang Zhao, Hang Zou, Samson Lasaulce, Giuseppe Valenzise, Zhuo He, Mérouane Debbah:
Generative AI for RF Sensing in IoT systems. CoRR abs/2407.07506 (2024) - [i380]Hang Zou, Qiyang Zhao, Yu Tian, Lina Bariah, Faouzi Bader, Thierry Lestable, Mérouane Debbah:
TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models. CoRR abs/2407.09424 (2024) - [i379]Li Wang, Chao Zhang, Samson Lasaulce, Lina Bariah, Mérouane Debbah:
Goal-Oriented State Information Compression for Linear Dynamical System Control. CoRR abs/2407.10224 (2024) - [i378]Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications. CoRR abs/2407.15053 (2024) - [i377]Hassan Mohamad, Chao Zhang, Samson Lasaulce, Vineeth S. Varma, Mérouane Debbah, Mounir Ghogho:
Strategic Federated Learning: Application to Smart Meter Data Clustering. CoRR abs/2408.02384 (2024) - [i376]Weidong Li, Haifan Yin, Fanpo Fu, Yandi Cao, Mérouane Debbah:
Transforming Time-Varying to Static Channels: The Power of Fluid Antenna Mobility. CoRR abs/2408.04320 (2024) - [i375]Ruihuai Liang, Bo Yang, Zhiwen Yu, Bin Guo, Xuelin Cao, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
DiffSG: A Generative Solver for Network Optimization with Diffusion Model. CoRR abs/2408.06701 (2024) - [i374]Wanting Yang, Zehui Xiong, Shiwen Mao, Tony Q. S. Quek, Ping Zhang, Mérouane Debbah, Rahim Tafazolli:
Rethinking Generative Semantic Communication for Multi-User Systems with Multi-Modal LLM. CoRR abs/2408.08765 (2024) - [i373]Haoxian Niu, Jiancheng An, Anastasios K. Papazafeiropoulos, Lu Gan, Symeon Chatzinotas, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Integrated Sensing and Communications. CoRR abs/2408.10043 (2024) - [i372]Omar Erak, Nouf Alabbasi, Omar Alhussein, Ismail Lotfi, Amr Hussein, Sami Muhaidat, Mérouane Debbah:
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP Standards. CoRR abs/2408.11775 (2024) - [i371]Ran Ji, Chongwen Huang, Xiaoming Chen, Wei E. I. Sha, Zhaoyang Zhang, Jun Yang, Kun Yang, Chau Yuen, Mérouane Debbah:
Exploring Hannan Limitation for 3D Antenna Array. CoRR abs/2409.01566 (2024) - [i370]Bohao Wang, Zitao Shuai, Chongwen Huang, Qianqian Yang, Zhaohui Yang, Richeng Jin, Ahmed Y. Al Hammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Multi-Sources Fusion Learning for Multi-Points NLOS Localization in OFDM System. CoRR abs/2409.02454 (2024) - [i369]Tierui Gong, Aveek Chandra, Chau Yuen, Yong Liang Guan, Rainer Dumke, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum Receivers for Classical Wireless Communication and Sensing. CoRR abs/2409.14501 (2024) - [i368]Jiayi Lu, Wanting Yang, Zehui Xiong, Chengwen Xing, Rahim Tafazolli, Tony Q. S. Quek, Mérouane Debbah:
Generative AI-Enhanced Multi-Modal Semantic Communication in Internet of Vehicles: System Design and Methodologies. CoRR abs/2409.15642 (2024) - [i367]Muhammad Wasif Shabir, Marco Di Renzo, Alessio Zappone, Mérouane Debbah:
Electromagnetically Consistent Optimization Algorithms for the Global Design of RIS. CoRR abs/2409.17295 (2024) - [i366]Haoyun Li, Ming Xiao, Kezhi Wang, Dong In Kim, Mérouane Debbah:
Large Language Model Based Multi-Objective Optimization for Integrated Sensing and Communications in UAV Networks. CoRR abs/2410.05062 (2024) - [i365]Norbert Tihanyi, Tamás Bisztray, Richard A. Dubniczky, Rebeka Tóth, Bertalan Borsos, Bilel Cherif, Mohamed Amine Ferrag, Lajos Muzsai, Ridhi Jain, Ryan Marinelli, Lucas C. Cordeiro, Mérouane Debbah:
Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence. CoRR abs/2410.15490 (2024) - [i364]Hoon Lee, Mintae Kim, Seunghwan Baek, Namyoon Lee, Mérouane Debbah, Inkyu Lee:
Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities. CoRR abs/2410.17259 (2024) - [i363]Ruihuai Liang, Bo Yang, Pengyu Chen, Xianjin Li, Yifan Xue, Zhiwen Yu, Xuelin Cao, Yan Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Diffusion Models as Network Optimizers: Explorations and Analysis. CoRR abs/2411.00453 (2024) - [i362]Nouf Alabbasi, Omar Erak, Omar Alhussein, Ismail Lotfi, Sami Muhaidat, Mérouane Debbah:
TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network. CoRR abs/2411.02617 (2024) - [i361]Fadhel Ayed, Ali Maatouk, Nicola Piovesan, Antonio De Domenico, Mérouane Debbah, Zhi-Quan Luo:
Hermes: A Large Language Model Framework on the Journey to Autonomous Networks. CoRR abs/2411.06490 (2024) - [i360]Wanting Yang, Zehui Xiong, Song Guo, Shiwen Mao, Dong In Kim, Mérouane Debbah:
Efficient Multi-user Offloading of Personalized Diffusion Models: A DRL-Convex Hybrid Solution. CoRR abs/2411.15781 (2024) - [i359]Jiancheng An, Mérouane Debbah, Tie Jun Cui, Zhi Ning Chen, Chau Yuen:
Emerging Technologies in Intelligent Metasurfaces: Shaping the Future of Wireless Communications. CoRR abs/2411.19754 (2024) - [i358]Zhaohui Yang, Wei Xu, Le Liang, Yuanhao Cui, Zhijin Qin, Mérouane Debbah:
On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM). CoRR abs/2412.02538 (2024) - [i357]Prathapasinghe Dharmawansa, Saman Atapattu, Jamie S. Evans, Mérouane Debbah:
Detection of Signals in Colored Noise: Roy's Largest Root Test for Non-central F-matrices. CoRR abs/2412.05306 (2024) - [i356]Tierui Gong, Jiaming Sun, Chau Yuen, Guangwei Hu, Yufei Zhao, Yong Liang Guan, Chong Meng Samson See, Mérouane Debbah, Lajos Hanzo:
Rydberg Atomic Quantum Receivers for Classical Wireless Communications and Sensing: Their Models and Performance. CoRR abs/2412.05554 (2024) - [i355]Ruihuai Liang, Bo Yang, Pengyu Chen, Xuelin Cao, Zhiwen Yu, Mérouane Debbah, Dusit Niyato, H. Vincent Poor, Chau Yuen:
GDSG: Graph Diffusion-based Solution Generator for Optimization Problems in MEC Networks. CoRR abs/2412.08296 (2024) - 2023
- [j296]Jindan Xu, Chau Yuen, Chongwen Huang, Naveed Ul Hassan, George C. Alexandropoulos, Marco Di Renzo, Mérouane Debbah:
Reconfiguring wireless environments via intelligent surfaces for 6G: reflection, modulation, and security. Sci. China Inf. Sci. 66(3) (2023) - [j295]Lina Bariah, Mérouane Debbah, Hikmet Sari, Ejder Bastug:
Guest Editorial: The Interplay of Digital Twin and 6G Wireless Networks. IEEE Commun. Mag. 61(11): 70-71 (2023) - [j294]Lina Bariah, Hikmet Sari, Mérouane Debbah:
Digital Twin-Empowered Communications: A New Frontier of Wireless Networks. IEEE Commun. Mag. 61(12): 24-36 (2023) - [j293]Marwa Chafii, Lina Bariah, Sami Muhaidat, Mérouane Debbah:
Twelve Scientific Challenges for 6G: Rethinking the Foundations of Communications Theory. IEEE Commun. Surv. Tutorials 25(2): 868-904 (2023) - [j292]Mohamed Amine Ferrag, Othmane Friha, Burak Kantarci, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Djallel Hamouda, Muna Al-Hawawreh, Kim-Kwang Raymond Choo:
Edge Learning for 6G-Enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses. IEEE Commun. Surv. Tutorials 25(4): 2654-2713 (2023) - [j291]Jiancheng An, Chau Yuen, Chongwen Huang, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
A Tutorial on Holographic MIMO Communications - Part I: Channel Modeling and Channel Estimation. IEEE Commun. Lett. 27(7): 1664-1668 (2023) - [j290]Jiancheng An, Chau Yuen, Chongwen Huang, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
A Tutorial on Holographic MIMO Communications - Part II: Performance Analysis and Holographic Beamforming. IEEE Commun. Lett. 27(7): 1669-1673 (2023) - [j289]Jiancheng An, Chau Yuen, Chongwen Huang, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
A Tutorial on Holographic MIMO Communications - Part III: Open Opportunities and Challenges. IEEE Commun. Lett. 27(7): 1674-1678 (2023) - [j288]Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah:
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. IEEE Internet Things Mag. 6(4): 18-24 (2023) - [j287]Sudhir Dixit, Nigel Jefferies, Mérouane Debbah, Knud Erik Skouby, Angeliki Alexiou:
Editorial. J. Mobile Multimedia 19(1): v-xii (2023) - [j286]Angeliki Alexiou, Mérouane Debbah, Marco Di Renzo, Emilio Calvanese Strinati, Harish Viswanathan:
Guest Editorial Beyond Shannon Communications - A Paradigm Shift to Catalyze 6G. IEEE J. Sel. Areas Commun. 41(8): 2299-2305 (2023) - [j285]Wei Xu, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks. IEEE J. Sel. Top. Signal Process. 17(1): 3-8 (2023) - [j284]Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. IEEE J. Sel. Top. Signal Process. 17(1): 9-39 (2023) - [j283]Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kai-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu:
6G Network AI Architecture for Everyone-Centric Customized Services. IEEE Netw. 37(5): 71-80 (2023) - [j282]Ammar Rafique, Naveed Ul Hassan, Muhammad Zubair, Ijaz Haider Naqvi, Muhammad Qasim Mehmood, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Reconfigurable Intelligent Surfaces: Interplay of Unit Cell and Surface-Level Design and Performance Under Quantifiable Benchmarks. IEEE Open J. Commun. Soc. 4: 1583-1599 (2023) - [j281]Nassim Sehad, Bilel Cherif, Ibrahim Khadraoui, Wassim Hamidouche, Faouzi Bader, Riku Jäntti, Mérouane Debbah:
Locomotion-Based UAV Control Toward the Internet of Senses. IEEE Trans. Circuits Syst. II Express Briefs 70(5): 1804-1808 (2023) - [j280]Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Semantics-Native Communication via Contextual Reasoning. IEEE Trans. Cogn. Commun. Netw. 9(3): 604-617 (2023) - [j279]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Curriculum Learning for Goal-Oriented Semantic Communications With a Common Language. IEEE Trans. Commun. 71(3): 1430-1446 (2023) - [j278]Zhe Wang, Jiayi Zhang, Hien Quoc Ngo, Bo Ai, Mérouane Debbah:
Uplink Precoding Design for Cell-Free Massive MIMO With Iteratively Weighted MMSE. IEEE Trans. Commun. 71(3): 1646-1664 (2023) - [j277]Hamad Yahya, Emad Alsusa, Arafat Al-Dweik, Mérouane Debbah:
Cognitive NOMA With Blind Transmission-Mode Identification. IEEE Trans. Commun. 71(4): 2042-2058 (2023) - [j276]Mohammad Al-Quraan, Lina S. Mohjazi, Lina Bariah, Anthony Centeno, Ahmed Zoha, Kamran Arshad, Khaled Assaleh, Sami Muhaidat, Mérouane Debbah, Muhammad Ali Imran:
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 957-979 (2023) - [j275]Azzam Mourad, Hadi Otrok, Ernesto Damiani, Mérouane Debbah, Nadra Guizani, Shiqiang Wang, Guangjie Han, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi:
Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources. IEEE Trans. Netw. Serv. Manag. 20(2): 1441-1445 (2023) - [j274]Youjia Chen, Baoxian Zhang, Ming Ding, David López-Pérez, Mahbub Hassan, Mérouane Debbah, Zhizhang (David) Chen:
Downlink Performance Analysis of Intelligent Reflecting Surface-Enabled Networks. IEEE Trans. Veh. Technol. 72(2): 2082-2097 (2023) - [j273]Mostafa Rahmani, Manijeh Bashar, Mohammad Javad Dehghani, Ali Akbari, Pei Xiao, Rahim Tafazolli, Mérouane Debbah:
Deep Reinforcement Learning-Based Sum Rate Fairness Trade-Off for Cell-Free mMIMO. IEEE Trans. Veh. Technol. 72(5): 6039-6055 (2023) - [j272]Luca Sanguinetti, Antonio Alberto D'Amico, Mérouane Debbah:
Wavenumber-Division Multiplexing in Line-of-Sight Holographic MIMO Communications. IEEE Trans. Wirel. Commun. 22(4): 2186-2201 (2023) - [j271]Weidong Li, Haifan Yin, Ziao Qin, Yandi Cao, Mérouane Debbah:
A Multi-Dimensional Matrix Pencil-Based Channel Prediction Method for Massive MIMO With Mobility. IEEE Trans. Wirel. Commun. 22(4): 2215-2230 (2023) - [j270]Arthur Sousa de Sena, Pedro H. J. Nardelli, Daniel Benevides da Costa, Petar Popovski, Constantinos B. Papadias, Mérouane Debbah:
Dual-Polarized Massive MIMO-RSMA Networks: Tackling Imperfect SIC. IEEE Trans. Wirel. Commun. 22(5): 3194-3215 (2023) - [j269]Xiangwang Hou, Jingjing Wang, Chunxiao Jiang, Xudong Zhang, Yong Ren, Mérouane Debbah:
UAV-Enabled Covert Federated Learning. IEEE Trans. Wirel. Commun. 22(10): 6793-6809 (2023) - [j268]Aris L. Moustakas, George C. Alexandropoulos, Mérouane Debbah:
Reconfigurable Intelligent Surfaces and Capacity Optimization: A Large System Analysis. IEEE Trans. Wirel. Commun. 22(12): 8736-8750 (2023) - [j267]Li Wei, Chongwen Huang, George C. Alexandropoulos, Zhaohui Yang, Jun Yang, Wei E. I. Sha, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Tri-Polarized Holographic MIMO Surfaces for Near-Field Communications: Channel Modeling and Precoding Design. IEEE Trans. Wirel. Commun. 22(12): 8828-8842 (2023) - [j266]Bo Yang, Xuelin Cao, Jindan Xu, Chongwen Huang, George C. Alexandropoulos, Linglong Dai, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Reconfigurable Intelligent Computational Surfaces: When Wave Propagation Control Meets Computing. IEEE Wirel. Commun. 30(3): 120-128 (2023) - [j265]Ran Ji, Shuo Chen, Chongwen Huang, Jun Yang, Wei E. I. Sha, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Extra DoF of Near-Field Holographic MIMO Communications Leveraging Evanescent Waves. IEEE Wirel. Commun. Lett. 12(4): 580-584 (2023) - [c380]Jiguang He, Aymen Fakhreddine, Arthur Sousa de Sena, Yu Tian, Mérouane Debbah:
Unleashing 3D Connectivity in Beyond 5G Networks with Reconfigurable Intelligent Surfaces. ACSSC 2023: 106-110 - [c379]Mohamed Amine Ferrag, Mérouane Debbah, Muna Al-Hawawreh:
Generative AI for Cyber Threat-Hunting in 6G-enabled IoT Networks. CCGridW 2023: 16-25 - [c378]Mohamed Amine Ferrag, Djallel Hamouda, Mérouane Debbah, Leandros Maglaras, Abderrahmane Lakas:
Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things. DCOSS-IoT 2023: 196-200 - [c377]Juan Carlos Ruiz Sicilia, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor:
Low Complexity Optimization for Line-of-Sight RIS-Aided Holographic Communications. EUSIPCO 2023: 900-904 - [c376]Fenghao Zhu, Bohao Wang, Zhaohui Yang, Chongwen Huang, Zhaoyang Zhang, George C. Alexandropoulos, Chau Yuen, Mérouane Debbah:
Robust Millimeter Beamforming via Self-Supervised Hybrid Deep Learning. EUSIPCO 2023: 915-919 - [c375]Mérouane Debbah:
Large Language Models for Telecom. FMEC 2023: 3-4 - [c374]Dezhi Wang, Chongwen Huang, Jiguang He, Chen Zhu, Wei Wang, Xiaoming Chen, Zhaoyang Zhang, Zhu Han, Mérouane Debbah:
Waveform Precoding Design for Mobile Crowd ISCC System Using Mean Field Game. GLOBECOM (Workshops) 2023: 932-938 - [c373]Mahdi Chehimi, Bernd Simon, Walid Saad, Anja Klein, Don Towsley, Mérouane Debbah:
Matching Game for Optimized Association in Quantum Communication Networks. GLOBECOM 2023: 1375-1380 - [c372]Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader:
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. GLOBECOM 2023: 2233-2238 - [c371]Tomas Petros, Henos Ghirmay, Safa Otoum, Reem Salem, Mérouane Debbah:
FLDetect: An API-Based Ransomware Detection Using Federated Learning. GLOBECOM 2023: 4449-4454 - [c370]Tierui Gong, Chongwen Huang, Jiguang He, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
A Transmit-Receive Parameter Separable Electromagnetic Channel Model for LoS Holographic MIMO. GLOBECOM 2023: 5701-5706 - [c369]Nassim Sehad, Xinyi Tu, Akash Rajasekaran, Hamed Hellaoui, Riku Jäntti, Mérouane Debbah:
Towards enabling reliable immersive teleoperation through Digital Twin: A UAV command and control use case. GLOBECOM 2023: 6420-6425 - [c368]Lina Bariah, Hang Zou, Qiyang Zhao, Belkacem Mouhouche, Faouzi Bader, Mérouane Debbah:
Understanding Telecom Language Through Large Language Models. GLOBECOM 2023: 6542-6547 - [c367]Ammar Kamal Abasi, Moayad Aloqaily, Mohsen Guizani, Mérouane Debbah:
Mitigating Security Risks in 6G Networks-Based Optimization of Deep Learning. GLOBECOM 2023: 7249-7254 - [c366]Tierui Gong, Li Wei, Zhijia Yang, Mérouane Debbah, Chau Yuen:
A Generalized Electromagnetic-Domain Channel Modeling for LOS Holographic MIMO with Arbitrary Surface Placements. ICC Workshops 2023: 1222-1227 - [c365]Mohamed Amine Ferrag, Burak Kantarci, Lucas C. Cordeiro, Mérouane Debbah, Kim-Kwang Raymond Choo:
Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-Enabled IoTs: An Anticipatory Study. ICC Workshops 2023: 1253-1258 - [c364]Thai-Hoc Vu, Quoc-Viet Pham, Daniel Benevides da Costa, Mérouane Debbah, Sunghwan Kim:
Physical-Layer Security in Short-Packet NOMA Systems with Untrusted Near Users. ICC Workshops 2023: 1830-1835 - [c363]Li Wei, Chongwen Huang, George C. Alexandropoulos, Zhaohui Yang, Jun Yang, Wei E. I. Sha, Mérouane Debbah, Chau Yuen:
Channel Modeling and Multi-User Precoding for Tri-Polarized Holographic MIMO Communications. ICC 2023: 2037-2042 - [c362]Jiancheng An, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Stacked Intelligent Metasurfaces for Multiuser Beamforming in the Wave Domain. ICC 2023: 2834-2839 - [c361]Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah:
Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. ICC 2023: 3169-3174 - [c360]Arthur Sousa de Sena, Daniel B. da Costa, Pedro H. J. Nardelli, Faouzi Bader, Mérouane Debbah:
Massive IRS-MIMO-RSMA with Polarization Multiplexing: An Enhanced SIC-Free Approach. ICC 2023: 4279-4285 - [c359]Mengbing Liu, Chongwen Huang, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems Through Graph Neural Networks. ICC 2023: 4286-4291 - [c358]Xu Gan, Chongwen Huang, Zhaohui Yang, Caijun Zhong, Xiaoming Chen, Jiguang He, Zhaoyang Zhang, Qinghua Guo, Chau Yuen, Mérouane Debbah:
Simultaneous Communication and Localization for Double-RIS Aided Multi-UE ISAC Systems. ICCT 2023: 422-427 - [c357]Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Haithem Boussaid, Ebtesam Almazrouei, Mérouane Debbah:
Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping. ICCV 2023: 13744-13755 - [c356]Kebin Wu, Ameera Ali Bawazir, Xiaofei Xiao, Sai Bhargav Avula, Ebtesam Almazrouei, Eloy Roura, Mérouane Debbah:
Semantic Segmentation Based on Multiple Granularity Learning. IROS 2023: 9065-9070 - [c355]Ammar Kamal Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Mérouane Debbah, Fakhri Karray:
A Survey on Securing 6G Wireless Communications based Optimization Techniques. IWCMC 2023: 216-223 - [c354]Salmane Naoumi, Réda Alami, Hakim Hacid, Ebtesam Almazrouei, Mérouane Debbah, Mehdi Bennis, Marwa Chafii:
Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations. MeditCom 2023: 133-138 - [c353]Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác:
Regularization of the Policy Updates for Stabilizing Mean Field Games. PAKDD (2) 2023: 361-372 - [i354]Zhe Wang, Jiayi Zhang, Hien Quoc Ngo, Bo Ai, Mérouane Debbah:
Uplink Precoding Design for Cell-Free Massive MIMO with Iteratively Weighted MMSE. CoRR abs/2301.02417 (2023) - [i353]Juan Carlos Ruiz Sicilia, Xuewen Qian, Marco Di Renzo, Vincenzo Sciancalepore, Mérouane Debbah, Xavier Costa-Pérez:
On the Degrees of Freedom of RIS-Aided Holographic MIMO Systems. CoRR abs/2301.07968 (2023) - [i352]Latif U. Khan, Mohsen Guizani, Dusit Niyato, Ala I. Al-Fuqaha, Mérouane Debbah:
Metaverse for Wireless Systems: Architecture, Advances, Standardization, and Open Challenges. CoRR abs/2301.11441 (2023) - [i351]Jiakang Zheng, Jiayi Zhang, Hongyang Du, Dusit Niyato, Bo Ai, Mérouane Debbah, Khaled B. Letaief:
Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions. CoRR abs/2302.02566 (2023) - [i350]Jiancheng An, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
Stacked Intelligent Metasurfaces for Multiuser Beamforming in the Wave Domain. CoRR abs/2302.03188 (2023) - [i349]Li Wei, Chongwen Huang, George C. Alexandropoulos, Zhaohui Yang, Jun Yang, Wei E. I. Sha, Mérouane Debbah, Chau Yuen:
Channel Modeling and Multi-User Precoding for Tri-Polarized Holographic MIMO Communications. CoRR abs/2302.05337 (2023) - [i348]Wenbin Li, Hakim Hacid, Ebtesam Almazrouei, Mérouane Debbah:
A Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques. CoRR abs/2302.08571 (2023) - [i347]Neveen Hijazi, Moayad Aloqaily, Bassem Ouni, Fakhri Karray, Mérouane Debbah:
Harris Hawks Feature Selection in Distributed Machine Learning for Secure IoT Environments. CoRR abs/2302.12205 (2023) - [i346]Siem Ghirmai, Daniel Mebrahtom, Moayad Aloqaily, Mohsen Guizani, Mérouane Debbah:
Self-Sovereign Identity for Trust and Interoperability in the Metaverse. CoRR abs/2303.00422 (2023) - [i345]Tierui Gong, Li Wei, Zhijia Yang, Mérouane Debbah, Chau Yuen:
A Generalized Electromagnetic-Domain Channel Modeling for LOS Holographic MIMO with Arbitrary Surface Placements. CoRR abs/2303.08482 (2023) - [i344]Mohamed Amine Ferrag, Burak Kantarci, Lucas C. Cordeiro, Mérouane Debbah, Kim-Kwang Raymond Choo:
Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-enabled IoTs: An Anticipatory Study. CoRR abs/2303.11745 (2023) - [i343]Mohamed Amine Ferrag, Mérouane Debbah, Muna Al-Hawawreh:
Generative AI for Cyber Threat-Hunting in 6G-enabled IoT Networks. CoRR abs/2303.11751 (2023) - [i342]Fenghao Zhu, Bohao Wang, Zhaohui Yang, Chongwen Huang, Zhaoyang Zhang, George C. Alexandropoulos, Chau Yuen, Mérouane Debbah:
Robust Holographic mmWave Beamforming by Self-Supervised Hybrid Deep Learning. CoRR abs/2303.12653 (2023) - [i341]Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác:
Regularization of the policy updates for stabilizing Mean Field Games. CoRR abs/2304.01547 (2023) - [i340]Ammar Rafique, Naveed Ul Hassan, Muhammad Zubair, Ijaz Haider Naqvi, Muhammad Qasim Mehmood, Chau Yuen, Marco Di Renzo, Mérouane Debbah:
Reconfigurable Intelligent Surfaces: Interplay of Unit-Cell- and Surface-Level Design and Performance under Quantifiable Benchmarks. CoRR abs/2304.01843 (2023) - [i339]Tierui Gong, Li Wei, Chongwen Huang, Zhijia Yang, Jiguang He, Mérouane Debbah, Chau Yuen:
Holographic MIMO Communications with Arbitrary Surface Placements: Near-Field LoS Channel Model and Capacity Limit. CoRR abs/2304.05259 (2023) - [i338]Mohamed Amine Ferrag, Djallel Hamouda, Mérouane Debbah, Leandros Maglaras, Abderrahmane Lakas:
Generative Adversarial Networks-Driven Cyber Threat Intelligence Detection Framework for Securing Internet of Things. CoRR abs/2304.05644 (2023) - [i337]Juan Carlos Ruiz Sicilia, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor:
Low Complexity Optimization for Line-of-Sight RIS-Aided Holographic Communications. CoRR abs/2304.06330 (2023) - [i336]Omar Hashash, Christina Chaccour, Walid Saad, Tao Yu, Kei Sakaguchi, Mérouane Debbah:
The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities. CoRR abs/2304.10282 (2023) - [i335]Yandi Cao, Haifan Yin, Ziao Qin, Weidong Li, Weimin Wu, Mérouane Debbah:
A manifold learning-based CSI feedback framework for FDD massive MIMO. CoRR abs/2304.14598 (2023) - [i334]Christina Chaccour, Walid Saad, Mérouane Debbah, H. Vincent Poor:
Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences. CoRR abs/2305.00135 (2023) - [i333]Mahdi Chehimi, Bernd Simon, Walid Saad, Anja Klein, Don Towsley, Mérouane Debbah:
Matching Game for Optimized Association in Quantum Communication Networks. CoRR abs/2305.12682 (2023) - [i332]Charles Vanwynsberghe, Jiguang He, Chongwen Huang, Mérouane Debbah:
Walsh Meets OAM in Holographic MIMO. CoRR abs/2305.13868 (2023) - [i331]Jiancheng An, Chau Yuen, Chongwen Huang, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
A Tutorial on Holographic MIMO Communications-Part I: Channel Modeling and Channel Estimation. CoRR abs/2305.15728 (2023) - [i330]Jiancheng An, Chau Yuen, Chongwen Huang, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
A Tutorial on Holographic MIMO Communications-Part II: Performance Analysis and Holographic Beamforming. CoRR abs/2305.15730 (2023) - [i329]Jiancheng An, Chau Yuen, Chongwen Huang, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
A Tutorial on Holographic MIMO Communications-Part III: Open Opportunities and Challenges. CoRR abs/2305.15731 (2023) - [i328]Mohamed El Amine Seddik, Mastane Achab, Henrique Goulart, Mérouane Debbah:
A Nested Matrix-Tensor Model for Noisy Multi-view Clustering. CoRR abs/2305.19992 (2023) - [i327]Lina Bariah, Hang Zou, Qiyang Zhao, Belkacem Mouhouche, Faouzi Bader, Mérouane Debbah:
Understanding Telecom Language Through Large Language Models. CoRR abs/2306.07933 (2023) - [i326]Lina Bariah, Qiyang Zhao, Hang Zou, Yu Tian, Faouzi Bader, Mérouane Debbah:
Large Language Models for Telecom: The Next Big Thing? CoRR abs/2306.10249 (2023) - [i325]Mohamed Amine Ferrag, Othmane Friha, Burak Kantarci, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Djallel Hamouda, Muna Al-Hawawreh, Kim-Kwang Raymond Choo:
Edge Learning for 6G-enabled Internet of Things: A Comprehensive Survey of Vulnerabilities, Datasets, and Defenses. CoRR abs/2306.10309 (2023) - [i324]Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis:
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework. CoRR abs/2306.11229 (2023) - [i323]Mohamed Amine Ferrag, Mthandazo Ndhlovu, Norbert Tihanyi, Lucas C. Cordeiro, Mérouane Debbah, Thierry Lestable:
Revolutionizing Cyber Threat Detection with Large Language Models. CoRR abs/2306.14263 (2023) - [i322]Lina Bariah, Hikmet Sari, Mérouane Debbah:
Digital Twin-Empowered Communications: A New Frontier of Wireless Networks. CoRR abs/2307.00973 (2023) - [i321]Wassim Hamidouche, Lina Bariah, Mérouane Debbah:
Immersive Media and Massive Twinning: Advancing Towards the Metaverse. CoRR abs/2307.01522 (2023) - [i320]Hang Zou, Qiyang Zhao, Lina Bariah, Mehdi Bennis, Mérouane Debbah:
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence. CoRR abs/2307.02757 (2023) - [i319]Mohamed Amine Ferrag, Ammar Battah, Norbert Tihanyi, Mérouane Debbah, Thierry Lestable, Lucas C. Cordeiro:
SecureFalcon: The Next Cyber Reasoning System for Cyber Security. CoRR abs/2307.06616 (2023) - [i318]Zhe Wang, Jiayi Zhang, Hongyang Du, Dusit Niyato, Shuguang Cui, Bo Ai, Mérouane Debbah, Khaled B. Letaief, H. Vincent Poor:
A Tutorial on Extremely Large-Scale MIMO for 6G: Fundamentals, Signal Processing, and Applications. CoRR abs/2307.07340 (2023) - [i317]Ali Maatouk, Nicola Piovesan, Fadhel Ayed, Antonio De Domenico, Mérouane Debbah:
Large Language Models for Telecom: Forthcoming Impact on the Industry. CoRR abs/2308.06013 (2023) - [i316]Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Haithem Boussaid, Ebtesam Almazrouei, Mérouane Debbah:
Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping. CoRR abs/2308.06112 (2023) - [i315]Juan Carlos Ruiz Sicilia, Marco Di Renzo, Marco Donald Migliore, Mérouane Debbah, H. Vincent Poor:
On the Degrees of Freedom and Eigenfunctions of Line-of-Sight Holographic MIMO Communications. CoRR abs/2308.08009 (2023) - [i314]Tierui Gong, Chongwen Huang, Jiguang He, Marco Di Renzo, Mérouane Debbah, Chau Yuen:
A Transmit-Receive Parameter Separable Electromagnetic Channel Model for LoS Holographic MIMO. CoRR abs/2308.14356 (2023) - [i313]Nassim Sehad, Xinyi Tu, Akash Rajasekaran, Hamed Hellaoui, Riku Jäntti, Mérouane Debbah:
Towards enabling reliable immersive teleoperation through Digital Twin: A UAV command and control use case. CoRR abs/2308.14524 (2023) - [i312]Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader:
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. CoRR abs/2308.16789 (2023) - [i311]Jiancheng An, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Stacked Intelligent Metasurfaces for Multiuser Downlink Beamforming in the Wave Domain. CoRR abs/2309.02687 (2023) - [i310]Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah:
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. CoRR abs/2309.06021 (2023) - [i309]Jiancheng An, Chau Yuen, Linglong Dai, Marco Di Renzo, Mérouane Debbah, Lajos Hanzo:
Toward Beamfocusing-Aided Near-Field Communications: Research Advances, Potential, and Challenges. CoRR abs/2309.09242 (2023) - [i308]Christo Kurisummoottil Thomas, Christina Chaccour, Walid Saad, Mérouane Debbah, Choong Seon Hong:
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks. CoRR abs/2309.13223 (2023) - [i307]Charles Vanwynsberghe, Jiguang He, Mérouane Debbah:
A Universal Framework for Holographic MIMO Sensing. CoRR abs/2309.16389 (2023) - [i306]Jiancheng An, Chau Yuen, Marco Di Renzo, Mérouane Debbah, H. Vincent Poor, Lajos Hanzo:
Stacked Intelligent Metasurface Performs a 2D DFT in the Wave Domain for DOA Estimation. CoRR abs/2310.09861 (2023) - [i305]Arthur Sousa de Sena, Jiguang He, Ahmed Y. Al Hammadi, Chongwen Huang, Faouzi Bader, Mérouane Debbah, Mathias Fink:
On the Sum Secrecy Rate of Multi-User Holographic MIMO Networks. CoRR abs/2310.14217 (2023) - [i304]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Don Towsley, Mérouane Debbah:
Foundations of Quantum Federated Learning Over Classical and Quantum Networks. CoRR abs/2310.14516 (2023) - [i303]Ali Maatouk, Fadhel Ayed, Nicola Piovesan, Antonio De Domenico, Mérouane Debbah, Zhi-Quan Luo:
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge. CoRR abs/2310.15051 (2023) - [i302]Zhaokun Liang, Guofa Cai, Jiguang He, Georges Kaddoum, Chongwen Huang, Mérouane Debbah:
RIS-Enabled Anti-Interference in LoRa Systems. CoRR abs/2311.02917 (2023) - [i301]Xinquan Wang, Fenghao Zhu, Qianyun Zhou, Qihao Yu, Chongwen Huang, Ahmed Alhammadi, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Energy-efficient Beamforming for RISs-aided Communications: Gradient Based Meta Learning. CoRR abs/2311.06861 (2023) - [i300]Jiancheng An, Chau Yuen, Chao Xu, Hongbin Li, Derrick Wing Kwan Ng, Marco Di Renzo, Mérouane Debbah, Lajos Hanzo:
Stacked Intelligent Metasurface-Aided MIMO Transceiver Design. CoRR abs/2311.09814 (2023) - [i299]Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Eustache Le Bihan, Haithem Boussaid, Ebtesam Almazrouei, Mérouane Debbah:
Do VSR Models Generalize Beyond LRS3? CoRR abs/2311.14063 (2023) - [i298]Ebtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, Alessandro Cappelli, Ruxandra Cojocaru, Mérouane Debbah, Étienne Goffinet, Daniel Hesslow, Julien Launay, Quentin Malartic, Daniele Mazzotta, Badreddine Noune, Baptiste Pannier, Guilherme Penedo:
The Falcon Series of Open Language Models. CoRR abs/2311.16867 (2023) - [i297]Weidong Li, Haifan Yin, Ziao Qin, Mérouane Debbah:
Wavefront Transformation-based Near-field Channel Prediction for Extremely Large Antenna Array with Mobility. CoRR abs/2312.02175 (2023) - [i296]Yongxi Liu, Ming Zhang, Tengjiao Wang, Anxue Zhang, Mérouane Debbah:
Densifying MIMO: Channel Modeling, Physical Constraints, and Performance Evaluation for Holographic Communications. CoRR abs/2312.03255 (2023) - [i295]Tao Yu, Zongdian Li, Kei Sakaguchi, Omar Hashash, Walid Saad, Mérouane Debbah:
Internet of Federated Digital Twins (IoFDT): Connecting Twins Beyond Borders for Society 5.0. CoRR abs/2312.06432 (2023) - 2022
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Multi-Agent Reinforcement Learning-Based Pilot Assignment for Cell-Free Massive MIMO Systems. IEEE Access 10: 120492-120502 (2022) - [j263]Hongliang Zhang, Shuhao Zeng, Boya Di, Yunhua Tan, Marco Di Renzo, Mérouane Debbah, Zhu Han, H. Vincent Poor, Lingyang Song:
Intelligent Omni-Surfaces for Full-Dimensional Wireless Communications: Principles, Technology, and Implementation. IEEE Commun. Mag. 60(2): 39-45 (2022) - [j262]Nicola Piovesan, David López-Pérez, Antonio De Domenico, Xinli Geng, Harvey Bao, Mérouane Debbah:
Machine Learning and Analytical Power Consumption Models for 5G Base Stations. IEEE Commun. Mag. 60(10): 56-62 (2022) - [j261]David López-Pérez, Antonio De Domenico, Nicola Piovesan, Xinli Geng, Harvey Bao, Qitao Song, Mérouane Debbah:
A Survey on 5G Radio Access Network Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning. IEEE Commun. Surv. Tutorials 24(1): 653-697 (2022) - [j260]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. IEEE Commun. Surv. Tutorials 24(2): 967-993 (2022) - [j259]Hamad Yahya, Arafat Al-Dweik, Emad Alsusa, Mérouane Debbah:
Priority-Based Dynamic IoT-Downlink Communications with Blind Transmission-Mode Recognition. IEEE Internet Things Mag. 5(3): 106-112 (2022) - [j258]E. Veronica Belmega, Domenico Ciuonzo, Mérouane Debbah, Lutz Lampe, Dinh Thuy Phan Huy, Tirza Routtenberg, Chau Yuen:
Guest Editorial: Pervasive, Efficient, and Smart Signal Processing for IoT. IEEE Internet Things Mag. 5(4): 54-57 (2022) - [j257]Zhuoran Xiao, Zhaoyang Zhang, Chongwen Huang, Xiaoming Chen, Caijun Zhong, Mérouane Debbah:
C-GRBFnet: A Physics-Inspired Generative Deep Neural Network for Channel Representation and Prediction. IEEE J. Sel. Areas Commun. 40(8): 2282-2299 (2022) - [j256]Li Wei, Chongwen Huang, George C. Alexandropoulos, Wei E. I. Sha, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis. IEEE J. Sel. Top. Signal Process. 16(5): 1112-1124 (2022) - [j255]Ismaeel Al Ridhawi, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani, Mérouane Debbah:
Realizing the Tactile Internet through Intelligent Zero Touch Networks. IEEE Netw. 36(6): 243-250 (2022) - [j254]Ahmed Y. Al Hammadi, Lina Bariah, Sami Muhaidat, Mahmoud Al-Qutayri, Paschalis C. Sofotasios, Mérouane Debbah:
Deep Q-Learning-Based Resource Allocation in NOMA Visible Light Communications. IEEE Open J. Commun. Soc. 3: 2284-2297 (2022) - [j253]Hongwen Yu, Hoang Duong Tuan, Ali A. Nasir, Mérouane Debbah, Yong Fang:
New generalized zero forcing beamforming for serving more users in energy-harvesting enabled networks. Phys. Commun. 50: 101500 (2022) - [j252]George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces. Proc. IEEE 110(9): 1494-1525 (2022) - [j251]Li Wei, Chongwen Huang, Qinghua Guo, Zhaohui Yang, Zhaoyang Zhang, George C. Alexandropoulos, Mérouane Debbah, Chau Yuen:
Joint Channel Estimation and Signal Recovery for RIS-Empowered Multiuser Communications. IEEE Trans. Commun. 70(7): 4640-4655 (2022) - [j250]Xin Tong, Zhaoyang Zhang, Yihan Zhang, Zhaohui Yang, Chongwen Huang, Kai-Kit Wong, Mérouane Debbah:
Environment Sensing Considering the Occlusion Effect: A Multi-View Approach. IEEE Trans. Signal Process. 70: 3598-3615 (2022) - [j249]Trinh Van Chien, Hien Quoc Ngo, Symeon Chatzinotas, Björn E. Ottersten, Mérouane Debbah:
Uplink Power Control in Massive MIMO With Double Scattering Channels. IEEE Trans. Wirel. Commun. 21(3): 1989-2005 (2022) - [j248]Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Communication Efficient Decentralized Learning Over Bipartite Graphs. IEEE Trans. Wirel. Commun. 21(6): 4150-4167 (2022) - [j247]Yajun Cheng, Wei Peng, Chongwen Huang, George C. Alexandropoulos, Chau Yuen, Mérouane Debbah:
RIS-Aided Wireless Communications: Extra Degrees of Freedom via Rotation and Location Optimization. IEEE Trans. Wirel. Commun. 21(8): 6656-6671 (2022) - [j246]Zhe Wang, Jiayi Zhang, Bo Ai, Chau Yuen, Mérouane Debbah:
Uplink Performance of Cell-Free Massive MIMO With Multi-Antenna Users Over Jointly-Correlated Rayleigh Fading Channels. IEEE Trans. Wirel. Commun. 21(9): 7391-7406 (2022) - [j245]Irched Chafaa, Romain Negrel, Elena Veronica Belmega, Mérouane Debbah:
Self-Supervised Deep Learning for mmWave Beam Steering Exploiting Sub-6 GHz Channels. IEEE Trans. Wirel. Commun. 21(10): 8803-8816 (2022) - [j244]Bo Yang, Xuelin Cao, Chongwen Huang, Chau Yuen, Marco Di Renzo, Yong Liang Guan, Dusit Niyato, Lijun Qian, Mérouane Debbah:
Federated Spectrum Learning for Reconfigurable Intelligent Surfaces-Aided Wireless Edge Networks. IEEE Trans. Wirel. Commun. 21(11): 9610-9626 (2022) - [j243]George C. Alexandropoulos, Ali Mokh, Ramin Khayatzadeh, Julien de Rosny, Mohamed Kamoun, Abdelwaheb Ourir, Arnaud Tourin, Mathias Fink, Mérouane Debbah:
Time Reversal for 6G Spatiotemporal Focusing: Recent Experiments, Opportunities, and Challenges. IEEE Veh. Technol. Mag. 17(4): 74-82 (2022) - [j242]Shimaa Naser, Lina Bariah, Sami Muhaidat, Paschalis C. Sofotasios, Mahmoud Al-Qutayri, Ernesto Damiani, Mérouane Debbah:
Toward Federated-Learning-Enabled Visible Light Communication in 6G Systems. IEEE Wirel. Commun. 29(1): 48-56 (2022) - [j241]Zeeshan Kaleem, Sinem Coleri, Yansha Deng, Chau Yuen, Mérouane Debbah:
Guest Editorial: Artificial Intelligence Enabled Internet of UAVs for Emergency Communications. IEEE Wirel. Commun. 29(4): 8-9 (2022) - [j240]Antonio A. D'Amico, Luca Sanguinetti, Mérouane Debbah:
Performance Analysis of WDM in LoS Communications With Arbitrary Orientation and Position. IEEE Wirel. Commun. Lett. 11(9): 1880-1884 (2022) - [j239]Arthur Sousa de Sena, Pedro H. J. Nardelli, Daniel B. da Costa, Petar Popovski, Constantinos B. Papadias, Mérouane Debbah:
Dual-Polarized RSMA for Massive MIMO Systems. IEEE Wirel. Commun. Lett. 11(9): 2000-2004 (2022) - [c352]Ahmed Y. Al Hammadi, Lina Bariah, Sami Muhaidat, Mahmoud Al-Qutayri, Paschalis C. Sofotasios, Mérouane Debbah:
Joint Power Allocation and LED Transmission Angle Tuning in NOMA-Enabled VLC Networks. 6GNet 2022: 1-5 - [c351]Li Wei, Chongwen Huang, George C. Alexandropoulos, Wei E. I. Sha, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Multi-User Wireless Communications with Holographic MIMO Surfaces: A Convenient Channel Model and Spectral Efficiency Analysis. EuCNC 2022: 488-493 - [c350]Qiyang Zhao, Mehdi Bennis, Mérouane Debbah, Daniel Benevides da Costa:
Semantic-Native Communication: A Simplicial Complex Perspective. GLOBECOM (Workshops) 2022: 1513-1518 - [c349]Arthur Sousa de Sena, Pedro H. J. Nardelli, Daniel B. da Costa, Petar Popovski, Constantinos B. Papadias, Mérouane Debbah:
RSMA for Dual-Polarized Massive MIMO Networks: A SIC-Free Approach. GLOBECOM 2022: 1643-1648 - [c348]Yandi Cao, Haifan Yin, Gaoning He, Mérouane Debbah:
Manifold Learning-Based CSI Feedback in Massive MIMO Systems. ICC 2022: 225-230 - [c347]Zhe Wang, Jiayi Zhang, Hien Quoc Ngo, Bo Ai, Mérouane Debbah:
Iteratively Weighted MMSE Uplink Precoding for Cell-Free Massive MIMO. ICC 2022: 231-236 - [c346]Weidong Li, Haifan Yin, Mérouane Debbah:
A Super-resolution Channel Prediction Approach based on Extended Matrix Pencil Method. ICC 2022: 1355-1360 - [c345]Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs. ICC 2022: 1556-1561 - [c344]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework. ICC 2022: 1710-1715 - [c343]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks. ICC 2022: 2194-2199 - [c342]Brena Kelly Sousa Lima, Rui Dinis, Daniel Benevides da Costa, Marko Beko, Rodolfo Oliveira, Rui Vigelis, Mérouane Debbah:
Rate-Splitting Multiple Access Networks Assisted by Aerial Intelligent Reflecting Surfaces. LATINCOM 2022: 1-6 - [c341]Mohit K. Sharma, Carlos-Faouzi Bader, Mérouane Debbah:
On Ultra-reliable Low Latency Communication between Energy Harvesting Transmitter and Receiver with OS Decoder. MedComNet 2022: 224-229 - [c340]Livia Elena Chatzieleftheriou, Chen-Feng Liu, Iordanis Koutsopoulos, Mehdi Bennis, Mérouane Debbah:
Online Learning for Industrial IoT: The Online Convex Optimization Perspective. MeditCom 2022: 7-12 - [c339]Siem Ghirmai, Daniel Mebrahtom, Moayad Aloqaily, Mohsen Guizani, Mérouane Debbah:
Self-Sovereign Identity for Trust and Interoperability in the Metaverse. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 2468-2475 - [c338]Mostafa Rahmani, Manijeh Bashar, Mohammad Javad Dehghani, Pei Xiao, Rahim Tafazolli, Mérouane Debbah:
Deep Reinforcement Learning-based Power Allocation in Uplink Cell-Free Massive MIMO. WCNC 2022: 459-464 - [c337]Arian Ahmadi, Omid Semiari, Mehdi Bennis, Mérouane Debbah:
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks. WCNC 2022: 752-757 - [d1]Bho Matthiesen, Alessio Zappone, Karl-Ludwig Besser, Eduard A. Jorswieck, Mérouane Debbah:
Accompanying Data to Paper "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks". IEEE DataPort, 2022 - [i294]Arian Ahmadi, Omid Semiari, Mehdi Bennis, Mérouane Debbah:
Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks. CoRR abs/2201.10032 (2022) - [i293]Zhe Wang, Jiayi Zhang, Hien Quoc Ngo, Bo Ai, Mérouane Debbah:
Iteratively Weighted MMSE Uplink Precoding for Cell-Free Massive MIMO. CoRR abs/2201.11299 (2022) - [i292]Yajun Cheng, Wei Peng, Chongwen Huang, George C. Alexandropoulos, Chau Yuen, Mérouane Debbah:
RIS-Aided Wireless Communications: Extra Degrees of Freedom via Rotation and Location Optimization. CoRR abs/2202.05569 (2022) - [i291]Kyriakos Stylianopoulos, George C. Alexandropoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs. CoRR abs/2202.08194 (2022) - [i290]Li Wei, Chongwen Huang, George C. Alexandropoulos, Wei E. I. Sha, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Multi-User Wireless Communications with Holographic MIMO Surfaces: A Convenient Channel Model and Spectral Efficiency Analysis. CoRR abs/2204.04928 (2022) - [i289]Antonio Alberto D'Amico, Luca Sanguinetti, Mérouane Debbah:
Performance analysis of WDM in LoS communications with arbitrary orientation and position. CoRR abs/2204.05224 (2022) - [i288]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language. CoRR abs/2204.10429 (2022) - [i287]George C. Alexandropoulos, Kyriakos Stylianopoulos, Chongwen Huang, Chau Yuen, Mehdi Bennis, Mérouane Debbah:
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces. CoRR abs/2205.03793 (2022) - [i286]Bo Yang, Xuelin Cao, Chongwen Huang, Chau Yuen, Marco Di Renzo, Yong Liang Guan, Dusit Niyato, Lijun Qian, Mérouane Debbah:
Federated Spectrum Learning for Reconfigurable Intelligent Surfaces-Aided Wireless Edge Networks. CoRR abs/2205.10791 (2022) - [i285]Wei Xu, Zhaohui Yang, Derrick Wing Kwan Ng, Marco Levorato, Yonina C. Eldar, Mérouane Debbah:
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing. CoRR abs/2206.00422 (2022) - [i284]George C. Alexandropoulos, Ali Mokh, Ramin Khayatzadeh, Julien de Rosny, Mohamed Kamoun, Abdelwaheb Ourir, Arnaud Tourin, Mathias Fink, Mérouane Debbah:
Time Reversal for 6G Spatiotemporal Focusing: Recent Experiments, Opportunities, and Challenges. CoRR abs/2206.08419 (2022) - [i283]Marwa Chafii, Lina Bariah, Sami Muhaidat, Mérouane Debbah:
Ten Scientific Challenges for 6G: Rethinking the Foundations of Communications Theory. CoRR abs/2207.01843 (2022) - [i282]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design. CoRR abs/2207.09387 (2022) - [i281]Weidong Li, Haifan Yin, Ziao Qin, Yandi Cao, Mérouane Debbah:
A Multi-Dimensional Matrix Pencil-Based Channel Prediction Method for Massive MIMO with Mobility. CoRR abs/2208.01935 (2022) - [i280]Bo Yang, Xuelin Cao, Chongwen Huang, George C. Alexandropoulos, Linglong Dai, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Next Generation Reconfigurable MetaSurfaces: When Wave Propagation Control Meets Computing. CoRR abs/2208.04509 (2022) - [i279]Aris L. Moustakas, George C. Alexandropoulos, Mérouane Debbah:
Reconfigurable Intelligent Surfaces and Capacity Optimization: A Large System Analysis. CoRR abs/2208.09615 (2022) - [i278]Jindan Xu, Chau Yuen, Chongwen Huang, Naveed Ul Hassan, George C. Alexandropoulos, Marco Di Renzo, Mérouane Debbah:
Reconfiguring Wireless Environment via Intelligent Surfaces for 6G: Reflection, Modulation, and Security. CoRR abs/2208.10931 (2022) - [i277]Ran Ji, Shuo Chen, Chongwen Huang, Wei E. I. Sha, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Extra DoF of Near-Field Holographic MIMOCommunications Leveraging Evanescent Waves. CoRR abs/2208.13008 (2022) - [i276]Nicola Piovesan, David López-Pérez, Antonio De Domenico, Xinli Geng, Harvey Bao, Mérouane Debbah:
Machine Learning and Analytical Power Consumption Models for 5G Base Stations. CoRR abs/2209.11600 (2022) - [i275]Zhe Wang, Jiayi Zhang, Hongyang Du, Wei E. I. Sha, Bo Ai, Dusit Niyato, Mérouane Debbah:
Extremely Large-Scale MIMO: Fundamentals, Challenges, Solutions, and Future Directions. CoRR abs/2209.12131 (2022) - [i274]Lina Bariah, Mérouane Debbah:
The Interplay of AI and Digital Twin: Bridging the Gap between Data-Driven and Model-Driven Approaches. CoRR abs/2209.12423 (2022) - [i273]Qiyang Zhao, Mehdi Bennis, Mérouane Debbah, Daniel Benevides da Costa:
Semantic-Native Communication: A Simplicial Complex Perspective. CoRR abs/2210.16970 (2022) - [i272]Li Wei, Chongwen Huang, George C. Alexandropoulos, Zhaohui Yang, Jun Yang, Wei E. I. Sha, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Tri-Polarized Holographic MIMO Surface in Near-Field: Channel Modeling and Precoding Design. CoRR abs/2211.03479 (2022) - [i271]Christina Chaccour, Walid Saad, Mérouane Debbah, Zhu Han, H. Vincent Poor:
Less Data, More Knowledge: Building Next Generation Semantic Communication Networks. CoRR abs/2211.14343 (2022) - [i270]Tierui Gong, Ioanna Vinieratou, Ran Ji, Chongwen Huang, George C. Alexandropoulos, Li Wei, Zhaoyang Zhang, Mérouane Debbah, H. Vincent Poor, Chau Yuen:
Holographic MIMO Communications: Theoretical Foundations, Enabling Technologies, and Future Directions. CoRR abs/2212.01257 (2022) - [i269]Jieao Zhu, Zhongzhichao Wan, Linglong Dai, Mérouane Debbah, H. Vincent Poor:
Electromagnetic Information Theory: Fundamentals, Modeling, Applications, and Open Problems. CoRR abs/2212.02882 (2022) - [i268]Hans Rosenberger, Bernhard Gäde, Ali Bereyhi, Doaa Ahmed, Vahid Jamali, Ralf R. Müller, Georg Fischer, Gaoning He, Mérouane Debbah:
A High-Level Comparison of Recent Technologies for Massive MIMO Architectures. CoRR abs/2212.11842 (2022) - 2021
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Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. IEEE Commun. Lett. 25(4): 1221-1225 (2021) - [j237]Hongliang Zhang, Walid Saad, Mérouane Debbah, Lingyang Song:
Guest editorial: Cellular Internet of UAVs for 5G and beyond. IET Commun. 15(10): 1259-1261 (2021) - [j236]Mérouane Debbah, Hongliang Zhang, Walid Saad, Lingyang Song:
Guest Editorial: Special Issue on Internet of UAVs Over Cellular Networks. IEEE Internet Things J. 8(12): 9774-9775 (2021) - [j235]Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang, Mérouane Debbah:
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design. IEEE J. Sel. Areas Commun. 39(6): 1663-1677 (2021) - [j234]Xin Tong, Zhaoyang Zhang, Jue Wang, Chongwen Huang, Mérouane Debbah:
Joint Multi-User Communication and Sensing Exploiting Both Signal and Environment Sparsity. IEEE J. Sel. Top. Signal Process. 15(6): 1409-1422 (2021) - [j233]Bo Yang, Xuelin Cao, Chongwen Huang, Yong Liang Guan, Chau Yuen, Marco Di Renzo, Dusit Niyato, Mérouane Debbah, Lajos Hanzo:
Spectrum-Learning-Aided Reconfigurable Intelligent Surfaces for "Green" 6G Networks. IEEE Netw. 35(6): 20-26 (2021) - [j232]Jihong Park, Sumudu Samarakoon, Anis Elgabli, Joongheon Kim, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. Proc. IEEE 109(5): 796-819 (2021) - [j231]Chau Yuen, George C. Alexandropoulos, Xiaojun Yuan, Marco Di Renzo, Mérouane Debbah:
IEEE TCCN Special Section Editorial: Intelligent Surfaces for Smart Wireless Communications. IEEE Trans. Cogn. Commun. Netw. 7(2): 336-339 (2021) - [j230]Nesrine Ben Khalifa, Vincent Angilella, Mohamad Assaad, Mérouane Debbah:
Low-Complexity Channel Allocation Scheme for URLLC Traffic. IEEE Trans. Commun. 69(1): 194-206 (2021) - [j229]Li Wei, Chongwen Huang, George C. Alexandropoulos, Chau Yuen, Zhaoyang Zhang, Mérouane Debbah:
Channel Estimation for RIS-Empowered Multi-User MISO Wireless Communications. IEEE Trans. Commun. 69(6): 4144-4157 (2021) - [j228]Abanoub M. Girgis, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling. IEEE Trans. Commun. 69(10): 7077-7093 (2021) - [j227]Subhash Lakshminarayana, Abla Kammoun, Mérouane Debbah, H. Vincent Poor:
Data-Driven False Data Injection Attacks Against Power Grids: A Random Matrix Approach. IEEE Trans. Smart Grid 12(1): 635-646 (2021) - [j226]Alessio Zappone, Marco Di Renzo, Farshad Shams, Xuewen Qian, Mérouane Debbah:
Overhead-Aware Design of Reconfigurable Intelligent Surfaces in Smart Radio Environments. IEEE Trans. Wirel. Commun. 20(1): 126-141 (2021) - [j225]Qianqian Zhang, Walid Saad, Mehdi Bennis, Xing Lu, Mérouane Debbah, Wangda Zuo:
Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory. IEEE Trans. Wirel. Commun. 20(1): 637-652 (2021) - [j224]Ali Arshad Nasir, Hoang Duong Tuan, Ha H. Nguyen, Mérouane Debbah, H. Vincent Poor:
Resource Allocation and Beamforming Design in the Short Blocklength Regime for URLLC. IEEE Trans. Wirel. Commun. 20(2): 1321-1335 (2021) - [j223]Minchae Jung, Walid Saad, Mérouane Debbah, Choong Seon Hong:
On the Optimality of Reconfigurable Intelligent Surfaces (RISs): Passive Beamforming, Modulation, and Resource Allocation. IEEE Trans. Wirel. Commun. 20(7): 4347-4363 (2021) - [j222]Chau Yuen, Chongwen Huang, Ian F. Akyildiz, Marco Di Renzo, Mérouane Debbah:
Guest Editorial: Intelligent Surfaces for 5G and Beyond. IEEE Wirel. Commun. 28(6): 70-71 (2021) - [j221]Qurrat-Ul-Ain Nadeem, Anas Chaaban, Mérouane Debbah:
Opportunistic Beamforming Using an Intelligent Reflecting Surface Without Instantaneous CSI. IEEE Wirel. Commun. Lett. 10(1): 146-150 (2021) - [j220]Alessio Zappone, Marco Di Renzo, Xiaojun Xi, Mérouane Debbah:
On the Optimal Number of Reflecting Elements for Reconfigurable Intelligent Surfaces. IEEE Wirel. Commun. Lett. 10(3): 464-468 (2021) - [c336]David López-Pérez, Antonio De Domenico, Nicola Piovesan, Xinli Geng, Harvey Bao, Mérouane Debbah:
Energy Efficiency of Multi-Carrier Massive MIMO Networks: Massive MIMO Meets Carrier Aggregation. GLOBECOM 2021: 1-7 - [c335]Aris L. Moustakas, George C. Alexandropoulos, Mérouane Debbah:
Capacity Optimization using Reconfigurable Intelligent Surfaces: A Large System Approach. GLOBECOM 2021: 1-6 - [c334]Nicola Piovesan, Antonio De Domenico, David López-Pérez, Harvey Bao, Xinli Geng, Xie Wang, Mérouane Debbah:
Mobile Traffic Forecasting for Green 5G Networks. GLOBECOM 2021: 1-6 - [c333]Trinh Van Chien, Hien Quoc Ngo, Symeon Chatzinotas, Björn E. Ottersten, Mérouane Debbah:
Massive MIMO under Double Scattering Channels: Power Minimization and Congestion Controls. ICC 2021: 1-6 - [c332]Yi Lv, Rui Ni, Qian Zhu, Mérouane Debbah:
Signal Processing of Multi-Mode-Multi-Spatial (MOMS) in Line-of-Sight Channels. ICC Workshops 2021: 1-6 - [c331]Nicola Piovesan, Antonio De Domenico, Matteo Bernabé, David López-Pérez, Harvey Baohongqiang, Xinli Geng, Wang Xie, Mérouane Debbah:
Forecasting Mobile Traffic to Achieve Greener 5G Networks: When Machine Learning is Key. SPAWC 2021: 276-280 - [c330]Li Wei, Chongwen Huang, Qinghua Guo, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Bidirectional Approximate Message Passing for RIS-Assisted Multi-User MISO Communications. VTC Fall 2021: 1-6 - [c329]Rui Ni, Mérouane Debbah, Qian Zhu, Xu Li, Ganghua Yang:
Fundamental Limits of Wave Control in Smart Environment. VTC Fall 2021: 1-6 - [c328]Irched Chafaa, Romain Negrel, Elena Veronica Belmega, Mérouane Debbah:
Federated Channel-Beam Mapping: from sub-6GHz to mmWave. WCNC Workshops 2021: 1-6 - [c327]Elissa Mhanna, Mohamad Assaad, Mérouane Debbah, Apostolos Destounis, Mohamed Kamoun:
Distributed Stochastic Phase-Shift Optimization in a RIS-Assisted Cellular Network. WCNC 2021: 1-7 - [i267]Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Mérouane Debbah:
Mean-Field Game-Theoretic Edge Caching. CoRR abs/2101.00341 (2021) - [i266]Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang, Mérouane Debbah:
Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design. CoRR abs/2101.09137 (2021) - [i265]David López-Pérez, Antonio De Domenico, Nicola Piovesan, Harvey Baohongqiang, Xinli Geng, Qitao Song, Mérouane Debbah:
A Survey on 5G Energy Efficiency: Massive MIMO, Lean Carrier Design, Sleep Modes, and Machine Learning. CoRR abs/2101.11246 (2021) - [i264]Abanoub M. Girgis, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling. CoRR abs/2101.11647 (2021) - [i263]Trinh Van Chien, Hien Quoc Ngo, Symeon Chatzinotas, Björn E. Ottersten, Mérouane Debbah:
Massive MIMO under Double Scattering Channels: Power Minimization and Congestion Controls. CoRR abs/2102.05711 (2021) - [i262]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. CoRR abs/2102.07668 (2021) - [i261]Trinh Van Chien, Hien Quoc Ngo, Symeon Chatzinotas, Björn E. Ottersten, Mérouane Debbah:
Uplink Power Control in Massive MIMO with Double Scattering Channels. CoRR abs/2103.04129 (2021) - [i260]Hongliang Zhang, Shuhao Zeng, Boya Di, Yunhua Tan, Marco Di Renzo, Mérouane Debbah, Lingyang Song, Zhu Han, H. Vincent Poor:
Intelligent Reflective-Transmissive Metasurfaces for Full-Dimensional Communications: Principles, Technologies, and Implementation. CoRR abs/2104.12313 (2021) - [i259]Luca Sanguinetti, Antonio A. D'Amico, Mérouane Debbah:
Wavenumber-Division Multiplexing in Line-of-Sight Holographic MIMO Communications. CoRR abs/2106.12531 (2021) - [i258]Li Wei, Chongwen Huang, Qinghua Guo, Zhaohui Yang, Zhaoyang Zhang, Chau Yuen, Mérouane Debbah:
Channel Estimation and Signal Recovery for RIS-empowered Communications. CoRR abs/2106.14391 (2021) - [i257]Marouan Mizmizi, Mattia Brambilla, Dario Tagliaferri, Christian Mazzucco, Mérouane Debbah, Tomasz Mach, Rino Simeone, Silvio Mandelli, Valerio Frascolla, Renato Lombardi, Maurizio Magarini, Monica Nicoli, Umberto Spagnolini:
6G V2X Technologies and Orchestrated Sensing for Autonomous Driving. CoRR abs/2106.16146 (2021) - [i256]Li Wei, Chongwen Huang, Qinghua Guo, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Bidirectional Approximate Message Passing for RIS-Assisted Multi-User MISO Communications. CoRR abs/2107.09836 (2021) - [i255]Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Semantics-Native Communication with Contextual Reasoning. CoRR abs/2108.05681 (2021) - [i254]Aris L. Moustakas, George C. Alexandropoulos, Mérouane Debbah:
Capacity Optimization using Reconfigurable Intelligent Surfaces: A Large System Approach. CoRR abs/2109.07754 (2021) - [i253]Shimaa Naser, Lina Bariah, Sami Muhaidat, Mahmoud Al-Qutayri, Ernesto Damiani, Mérouane Debbah, Paschalis C. Sofotasios:
Towards Federated Learning-Enabled Visible Light Communication in 6G Systems. CoRR abs/2110.03319 (2021) - [i252]Zhe Wang, Jiayi Zhang, Bo Ai, Chau Yuen, Mérouane Debbah:
Uplink Performance of Cell-Free Massive MIMO with Multi-Antenna Users Over Jointly-Correlated Rayleigh Fading Channels. CoRR abs/2110.04962 (2021) - [i251]Mohammad Al-Quraan, Lina S. Mohjazi, Lina Bariah, Anthony Centeno, Ahmed Zoha, Sami Muhaidat, Mérouane Debbah, Muhammad Ali Imran:
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges. CoRR abs/2111.07392 (2021) - [i250]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks. CoRR abs/2111.07911 (2021) - [i249]Mohammad Karimzadeh-Farshbafan, Walid Saad, Mérouane Debbah:
Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework. CoRR abs/2111.08051 (2021) - [i248]Li Wei, Chongwen Huang, George C. Alexandropoulos, Wei E. I. Sha, Zhaoyang Zhang, Mérouane Debbah, Chau Yuen:
Multi-User Holographic MIMO Surface: Channel Modeling and Spectral Efficiency Analysis. CoRR abs/2112.02803 (2021) - 2020
- [j219]Irched Chafaa, Elena Veronica Belmega, Mérouane Debbah:
One-Bit Feedback Exponential Learning for Beam Alignment in Mobile mmWave. IEEE Access 8: 194575-194589 (2020) - [j218]Mehdi Bennis, Mérouane Debbah, Kaibin Huang, Zhaohui Yang:
Guest Editorial: Communication Technologies for Efficient Edge Learning. IEEE Commun. Mag. 58(12): 12-13 (2020) - [j217]Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah, Josef Kittler:
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink. IEEE J. Sel. Areas Commun. 38(8): 1678-1697 (2020) - [j216]Marco Di Renzo, Mérouane Debbah, Mohamed-Slim Alouini, Chau Yuen, Thomas L. Marzetta, Alessio Zappone:
Guest Editorial Special Issue on "Wireless Networks Empowered by Reconfigurable Intelligent Surfaces". IEEE J. Sel. Areas Commun. 38(11): 2445-2449 (2020) - [j215]Marco Di Renzo, Alessio Zappone, Mérouane Debbah, Mohamed-Slim Alouini, Chau Yuen, Julien de Rosny, Sergei A. Tretyakov:
Smart Radio Environments Empowered by Reconfigurable Intelligent Surfaces: How It Works, State of Research, and The Road Ahead. IEEE J. Sel. Areas Commun. 38(11): 2450-2525 (2020) - [j214]Qurrat-Ul-Ain Nadeem, Hibatallah Alwazani, Abla Kammoun, Anas Chaaban, Mérouane Debbah, Mohamed-Slim Alouini:
Intelligent Reflecting Surface-Assisted Multi-User MISO Communication: Channel Estimation and Beamforming Design. IEEE Open J. Commun. Soc. 1: 661-680 (2020) - [j213]Marco Di Renzo, Konstantinos Ntontin, Jian Song, Fadil Habibi Danufane, Xuewen Qian, Fotis I. Lazarakis, Julien de Rosny, Dinh-Thuy Phan-Huy, Osvaldo Simeone, Rui Zhang, Mérouane Debbah, Geoffroy Lerosey, Mathias Fink, Sergei A. Tretyakov, Shlomo Shamai:
Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison. IEEE Open J. Commun. Soc. 1: 798-807 (2020) - [j212]Sumudu Samarakoon, Mehdi Bennis, Walid Saad, Mérouane Debbah:
Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. IEEE Trans. Commun. 68(2): 1146-1159 (2020) - [j211]