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Walid Saad

  1. A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems
    2019/02/26 by Walid Saad, Mehdi Bennis, Saad, Walid +3 · 73 citations
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  2. 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities
    2022/05/20 by Md. Noor-A-Rahim, Md. Noor‐A‐Rahim, Zilong Liu +7 · 40 citations
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Vehicular Ad Hoc Networks (VANETs) #IoT and Edge/Fog Computing
  3. A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and\n Open Problems
    2018/03/01 by Mohammad Mozaffari, Walid Saad, Mozaffari, Mohammad +7 · 20 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #UAV Applications and Optimization
  4. A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
    2019/09/17 by Mingzhe Chen, Zhaohui Yang, Chen, Mingzhe +9 · 30 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
  5. 6G for Vehicle-to-Everything (V2X) Communications: Enabling Technologies, Challenges, and Opportunities
    2020/12/14 by Zilong Liu, Noor-A-Rahim, Md., Haeyoung Lee +14 · 16 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Vehicular Ad Hoc Networks (VANETs)
  6. Energy Efficient Federated Learning Over Wireless Communication Networks
    2019/11/06 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +7 · 14 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  7. Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
    2021/04/05 by Mingzhe Chen, Denız Gündüz, Chen, Mingzhe +11 · 13 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Indoor and Outdoor Localization Technologies
  8. Digital Twin of Wireless Systems: Overview, Taxonomy, Challenges, and Opportunities
    2022/02/05 by Latif U. Khan, Zhu Han, Khan, Latif U. +9 · 8 citations
    Computer Science · Engineering · #IoT and Edge/Fog Computing #Digital Transformation in Industry #Advanced Data and IoT Technologies
  9. Physics-Informed Quantum Communication Networks: A Vision Towards the Quantum Internet
    2022/04/20 by Mahdi Chehimi, Walid Saad, Chehimi, Mahdi +1 · 7 citations
    Computer Science · Engineering · #Quantum Information and Cryptography #Molecular Communication and Nanonetworks #Quantum Computing Algorithms and Architecture
  10. On the Age of Information in Internet of Things Systems with Correlated Devices
    2020/01/30 by Bo Zhou, Zhou, Bo, Walid Saad +1 · 5 citations
    Computer Science · Engineering · Medicine · #Age of Information Optimization #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #Networking and Internet Architecture (cs.NI)
  11. Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
    2020/12/06 by Ye Hu, Mingzhe Chen, Hu, Ye +7 · 5 citations
    Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Smart Parking Systems Research #UAV Applications and Optimization
  12. Foundations of Quantum Federated Learning Over Classical and Quantum Networks
    2023/10/23 by Mahdi Chehimi, Chehimi, Mahdi, Samuel Yen-Chi Chen +7 · 8 citations
    Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Physical sciences #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
  13. Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G
    2024/04/29 by Walid Saad, Saad, Walid, Omar Hashash +12 · 11 citations
    Engineering · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
  14. Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions
    2020/01/13 by Fenghe Hu, Yansha Deng, Hu, Fenghe +7 · 4 citations
    Computer Science · Engineering · #Image and Video Quality Assessment #Telecommunications and Broadcasting Technologies #Opportunistic and Delay-Tolerant Networks
  15. Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing
    2021/02/15 by Christina Chaccour, Mehdi Naderi Soorki, Chaccour, Christina +9 · 4 citations
    Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Terahertz technology and applications
  16. Artificial Intelligence Techniques for Next-Generation Mega Satellite Networks
    2022/06/02 by Bassel Al Homssi, Homssi, Bassel Al, Kosta Dakic +14 · 5 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
  17. Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
    2022/08/17 by Yining Wang, Wang, Yining, Mingzhe Chen +11 · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Robotics and Automated Systems #Topic Modeling
  18. Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications
    2022/10/21 by Christo Kurisummoottil Thomas, Thomas, Christo Kurisummoottil, Walid Saad +1 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Memory and Neural Computing #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #Machine Learning (cs.LG)
  19. Optimization of Rate Allocation and Power Control for Rate Splitting Multiple Access (RSMA)
    2019/03/19 by Zhaohui Yang, Mingzhe Chen, Yang, Zhaohui +5 · 5 citations
    Engineering · #Advanced Wireless Communication Technologies #IoT Networks and Protocols #Wireless Body Area Networks
  20. Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
    2021/04/04 by Sihua Wang, Wang, Sihua, Mingzhe Chen +11 · 3 citations
    Computer Science · Engineering · Medicine · #Age of Information Optimization #IoT Networks and Protocols #Congenital Heart Disease Studies
  21. Convergence Time Optimization for Federated Learning over Wireless Networks
    2020/01/22 by Mingzhe Chen, Chen, Mingzhe, H. Vincent Poor +5 · 7 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding
  22. Matching theory for future wireless networks: fundamentals and applications
    2015/05/01 by Yunan Gu, Walid Saad, Mehdi Bennis +2 · 2 citations
  23. Wireless Communication using Unmanned Aerial Vehicles (UAVs): Optimal\n Transport Theory for Hover Time Optimization
    2017/04/16 by Mohammad Mozaffari, Mozaffari, Mohammad, Walid Saad +5 · 2 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems
  24. A Comprehensive Tutorial and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, Use Cases, and Challenges
    2024/05/06 by Khurshid Alam, Alam, Khurshid, Mohammad Asif Habibi +19 · 5 citations
    Computer Science · #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
  25. Power Efficient Visible Light Communication (VLC) with Unmanned Aerial Vehicles (UAVs)
    2019/05/10 by Yang Yang, Yang, Yang, Mingzhe Chen +7 · 2 citations
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Optical Wireless Communication Technologies #Signal Processing (eess.SP) #Smart Parking Systems Research #UAV Applications and Optimization #electronic engineering #information engineering
  26. A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks
    2022/12/12 by Minsu Kim, Alexander DeRieux, Kim, Minsu +3 · 3 citations
    Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
  27. Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
    2020/03/19 by Sihua Wang, Mingzhe Chen, Wang, Sihua +11 · 2 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Energy Harvesting in Wireless Networks #Opportunistic and Delay-Tolerant Networks
  28. Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design
    2022/07/19 by Minsu Kim, Kim, Minsu, Walid Saad +5 · 3 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Energy Harvesting in Wireless Networks #Microwave Imaging and Scattering Analysis
  29. Ensuring Reliable Connectivity to Cellular-Connected UAVs with Up-tilted Antennas and Interference Coordination
    2021/08/11 by Md Moin Uddin Chowdhury, İsmail Güvenç, Chowdhury, Md Moin Uddin +5 · 2 citations
    Engineering · #UAV Applications and Optimization #Satellite Communication Systems #Antenna Design and Analysis
  30. Joint Sensing and Communication for Situational Awareness in Wireless THz Systems
    2021/11/28 by Christina Chaccour, Chaccour, Christina, Walid Saad +7 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
  31. Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM)
    2021/12/26 by Tengchan Zeng, Omid Semiari, Zeng, Tengchan +5 · 2 citations
    Engineering · #Air Traffic Management and Optimization #Aerospace and Aviation Technology #Aerodynamics and Fluid Dynamics Research
  32. Federated Quantum Long Short-term Memory (FedQLSTM)
    2023/12/21 by Mahdi Chehimi, Chehimi, Mahdi, Samuel Yen-Chi Chen +5 · 4 citations
    Computer Science · Engineering · #Quantum Information and Cryptography #Quantum Computing Algorithms and Architecture #Molecular Communication and Nanonetworks
  33. Positioning Using Visible Light Communications: A Perspective Arcs Approach
    2022/04/18 by Zhiyu Zhu, Zhu, Zhiyu, Caili Guo +9 · 2 citations
    Engineering · #Advanced Fiber Optic Sensors #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Optical Wireless Communication Technologies #Signal Processing (eess.SP) #electronic engineering #information engineering
  34. Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems
    2024/01/30 by Shengzhe Xu, Christo Kurisummoottil Thomas, Xu, Shengzhe +9 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Networking and Internet Architecture (cs.NI)
  35. Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission
    2023/08/01 by Lunan Sun, Yang Yang, Mingzhe Chen +3 · 3 citations
  36. Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language
    2022/04/21 by Mohammad Karimzadeh‐Farshbafan, Farshbafan, Mohammad Karimzadeh, Walid Saad +3 · 2 citations
    Engineering · Computer Science · #Robotics and Automated Systems #Energy Efficient Wireless Sensor Networks #Speech and dialogue systems
  37. Towards a Decentralized Metaverse: Synchronized Orchestration of Digital Twins and Sub-Metaverses
    2022/11/26 by Omar Hashash, Hashash, Omar, Christina Chaccour +7 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Modular Robots and Swarm Intelligence #Molecular Communication and Nanonetworks #Networking and Internet Architecture (cs.NI)
  38. Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communication
    2022/05/22 by Christo Kurisummoottil Thomas, Walid Saad, Thomas, Christo Kurisummoottil +1 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #Machine Learning (cs.LG) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
  39. Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges
    2023/05/11 by Mojtaba Vaezi, Vaezi, Mojtaba, Xingqin Lin +7 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #UAV Applications and Optimization
  40. Dynamic Clustering and User Association in Wireless Small Cell Networks with Social Considerations
    2016/12/28 by Muhammad Ikram Ashraf, Ashraf, Muhammad Ikram, Mehdi Bennis +7 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #ICT Impact and Policies
  41. Learning How to Communicate in the Internet of Things: Finite Resources\n and Heterogeneity
    2016/10/05 by Taehyeun Park, Nof Abuzainab, Park, Taehyeun +3 · 1 citation
    Computer Science · #Computer Science and Game Theory (cs.GT) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning and ELM
  42. Sum-Rate Maximization of Uplink Rate Splitting Multiple Access (RSMA) Communication
    2019/06/10 by Zhaohui Yang, Yang, Zhaohui, Mingzhe Chen +7 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #Satellite Communication Systems #Antenna Design and Analysis
  43. Performance Analysis of Large Intelligent Surfaces (LISs): Asymptotic Data Rate and Channel Hardening Effects
    2018/10/12 by Minchae Jung, Jung, Minchae, Walid Saad +7 · 1 citation
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Satellite Communication Systems
  44. Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach
    2019/02/14 by Mingzhe Chen, Walid Saad, Chen, Mingzhe +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and ELM #Neural Networks and Reservoir Computing
  45. Rate-Distortion-Perception Theory for Semantic Communication
    2023/12/09 by Jingxuan Chai, Chai, Jingxuan, Yong Xiao +5 · 2 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Misinformation and Its Impacts #Networking and Internet Architecture (cs.NI) #Wireless Communication Security Techniques #Wireless Signal Modulation Classification
  46. Deep Reinforcement Learning for Minimizing Age-of-Information in\n UAV-assisted Networks
    2019/05/08 by Mohamed A. Abd-Elmagid, Abd-Elmagid, Mohamed A., Aidin Ferdowsi +5 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #IoT Networks and Protocols #Opportunistic and Delay-Tolerant Networks
  47. Reconfigurable Intelligent Surface (RIS)-Assisted Entanglement Distribution in FSO Quantum Networks
    2024/01/19 by Mahdi Chehimi, Chehimi, Mahdi, Mohamed Elhattab +11 · 2 citations
    Engineering · Physics and Astronomy · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Physical sciences #Networking and Internet Architecture (cs.NI) #Optical Wireless Communication Technologies #Orbital Angular Momentum in Optics #Quantum Physics (quant-ph)
  48. Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
    2021/02/02 by Qianqian Zhang, Aidin Ferdowsi, Zhang, Qianqian +5 · 2 citations
    Engineering · #Millimeter-Wave Propagation and Modeling #UAV Applications and Optimization #Antenna Design and Optimization
  49. Analytical Channel Models for Millimeter Wave UAV Networks under\n Hovering Fluctuations
    2019/05/04 by Mohammad Taghi Dabiri, Hossein Safi, Dabiri, Mohammad Taghi +5 · 1 citation
    Engineering · #UAV Applications and Optimization #Millimeter-Wave Propagation and Modeling #Advanced MIMO Systems Optimization
  50. Performance Analysis of Age of Information in Ultra-Dense Internet of Things (IoT) Systems with Noisy Channels
    2020/12/09 by Bo Zhou, Zhou, Bo, Walid Saad +1 · 1 citation
    Computer Science · Engineering · Medicine · #Age of Information Optimization #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #Networking and Internet Architecture (cs.NI)
  51. Can Terahertz Provide High-Rate Reliable Low Latency Communications for\n Wireless VR?
    2020/04/30 by Christina Chaccour, Mehdi Naderi Soorki, Chaccour, Christina +7 · 1 citation
    Engineering · #Millimeter-Wave Propagation and Modeling #Wireless Body Area Networks #Advanced MIMO Systems Optimization
  52. R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models
    2024/07/16 by Aladin Djuhera, Djuhera, Aladin, Vlad C. Andrei +9 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data
  53. Collaborative Learning with a Drone Orchestrator
    2023/03/03 by Mahdi Boloursaz Mashhadi, Mahnoosh Mahdavimoghadam, Mashhadi, Mahdi Boloursaz +5 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Signal Processing (eess.SP) #UAV Applications and Optimization #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  54. DMWM: Dual-Mind World Model with Long-Term Imagination
    2025/02/11 by Wang, Lingyi, Rashed Shelim, Shelim, Rashed +4 · 3 citations
    Physics and Astronomy · #Opinion Dynamics and Social Influence
  55. A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid
    2024/03/11 by Md. Shirajum Munir, Munir, Md. Shirajum, Sravanthi Proddatoori +9 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Security and Resilience
  56. Semantic Communication for the Internet of Sounds: Architecture, Design Principles, and Challenges
    2024/07/16 by Chengsi Liang, Yao Sun, Liang, Chengsi +7 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #electronic engineering #information engineering
  57. Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework
    2023/06/20 by Yong Xiao, Yiwei Liao, Xiao, Yong +13 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems #Speech and dialogue systems #Wireless Signal Modulation Classification
  58. Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC)
    2025/05/03 by Tingyu Shui, Walid Saad, Shui, Tingyu +3 · 2 citations
    Computer Science · Decision Sciences · #Distributed Sensor Networks and Detection Algorithms #Risk and Safety Analysis
  59. Compositional Semantic Communication for Physical AI: Category Theory Meets Game Theory
    2026/07/20 by Christo Kurisummoottil Thomas, Walid Saad, Emilio Calvanese Strinati
    #cs.IT #cs.GT #eess.SP #math.IT