Search Results - "Saad, Walid"

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  1. 1

    Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications by Samarakoon, Sumudu, Bennis, Mehdi, Saad, Walid, Debbah, Merouane

    Published in IEEE transactions on communications (01-02-2020)
    “…In this paper, the problem of joint power and resource allocation (JPRA) for ultra-reliable low-latency communication (URLLC) in vehicular networks is studied…”
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  2. 2

    Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management by Chen, Mingzhe, Saad, Walid, Yin, Changchuan

    Published in IEEE transactions on communications (01-11-2018)
    “…In this paper, the problem of resource management is studied for a network of wireless virtual reality (VR) users communicating over small cell networks…”
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  3. 3

    Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications by Mozaffari, Mohammad, Saad, Walid, Bennis, Mehdi, Debbah, Maouane

    “…In this paper, the efficient deployment and mobility of multiple unmanned aerial vehicles (UAVs), used as aerial base stations to collect data from ground…”
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  4. 4

    Mobility in the Sky: Performance and Mobility Analysis for Cellular-Connected UAVs by Amer, Ramy, Saad, Walid, Marchetti, Nicola

    Published in IEEE transactions on communications (01-05-2020)
    “…Providing connectivity to unmanned aerial vehicle-user equipment (UAV-UE), such as drones or flying taxis, is a major challenge for tomorrow's cellular…”
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  5. 5

    Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs by Challita, Ursula, Ferdowsi, Aidin, Chen, Mingzhe, Saad, Walid

    Published in IEEE wireless communications (01-02-2019)
    “…Cellular-connected UAVs will inevitably be integrated into future cellular networks as new aerial mobile users. Providing cellular connectivity to UAVs will…”
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  6. 6

    Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks by Chen, Mingzhe, Saad, Walid, Yin, Changchuan

    “…In this paper, the problem of joint caching and resource allocation is investigated for a network of cache-enabled unmanned aerial vehicles (UAVs) that service…”
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  7. 7

    Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective by Challita, Ursula, Dong, Li, Saad, Walid

    “…Performing cellular long term evolution (LTE) communications in unlicensed spectrum using licensed assisted access LTE (LTE-LAA) is a promising approach to…”
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  8. 8

    Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization by Mozaffari, Mohammad, Saad, Walid, Bennis, Mehdi, Debbah, Merouane

    “…In this paper, the effective use of flight-time constrained unmanned aerial vehicles (UAVs) as flying base stations that provide wireless service to ground…”
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  9. 9

    Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications by Semiari, Omid, Saad, Walid, Bennis, Mehdi, Debbah, Merouane

    Published in IEEE wireless communications (01-04-2019)
    “…Next-generation wireless networks must enable emerging technologies such as augmented reality and connected autonomous vehicles via a wide range of wireless…”
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  10. 10

    Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial by Chen, Mingzhe, Challita, Ursula, Saad, Walid, Yin, Changchuan, Debbah, Merouane

    Published in IEEE Communications surveys and tutorials (01-01-2019)
    “…In order to effectively provide ultra reliable low latency communications and pervasive connectivity for Internet of Things (IoT) devices, next-generation…”
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  11. 11

    Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience by Mingzhe Chen, Mozaffari, Mohammad, Saad, Walid, Changchuan Yin, Debbah, Merouane, Choong Seon Hong

    “…In this paper, the problem of proactive deployment of cache-enabled unmanned aerial vehicles (UAVs) for optimizing the quality-of-experience (QoE) of wireless…”
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  12. 12

    A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks by Chen, Mingzhe, Yang, Zhaohui, Saad, Walid, Yin, Changchuan, Poor, H. Vincent, Cui, Shuguang

    “…In this article, the problem of training federated learning (FL) algorithms over a realistic wireless network is studied. In the considered model, wireless…”
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  13. 13

    Distributed Learning in Wireless Networks: Recent Progress and Future Challenges by Chen, Mingzhe, Gunduz, Deniz, Huang, Kaibin, Saad, Walid, Bennis, Mehdi, Feljan, Aneta Vulgarakis, Poor, H. Vincent

    “…The next-generation of wireless networks will enable many machine learning (ML) tools and applications to efficiently analyze various types of data collected…”
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  14. 14

    Communications and Control for Wireless Drone-Based Antenna Array by Mozaffari, Mohammad, Saad, Walid, Bennis, Mehdi, Debbah, Merouane

    Published in IEEE transactions on communications (01-01-2019)
    “…In this paper, the effective use of multiple quadrotor drones as an aerial antenna array that provides wireless service to ground users is investigated. In…”
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  15. 15

    A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems by Mozaffari, Mohammad, Saad, Walid, Bennis, Mehdi, Nam, Young-Han, Debbah, Merouane

    Published in IEEE Communications surveys and tutorials (01-01-2019)
    “…The use of flying platforms such as unmanned aerial vehicles (UAVs), popularly known as drones, is rapidly growing. In particular, with their inherent…”
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  16. 16

    Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks by Mozaffari, Mohammad, Saad, Walid, Bennis, Mehdi, Debbah, Merouane

    Published in IEEE communications letters (01-09-2017)
    “…In this letter, a novel framework for delay-optimal cell association in unmanned aerial vehicle (UAV)-enabled wireless cellular networks is proposed. In…”
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  17. 17

    Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks by Chen, Mingzhe, Semiari, Omid, Saad, Walid, Liu, Xuanlin, Yin, Changchuan

    “…In this paper, the problem of enhancing the virtual reality (VR) experience for wireless users is investigated by minimizing the occurrence of breaks in…”
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  18. 18

    Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks by Hu, Ye, Chen, Mingzhe, Saad, Walid, Poor, H. Vincent, Cui, Shuguang

    “…In this paper, the problem of the trajectory design for a group of energy-constrained drones operating in dynamic wireless network environments is studied. In…”
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  19. 19

    Contract-Based Incentive Mechanisms for Device-to-Device Communications in Cellular Networks by Yanru Zhang, Lingyang Song, Saad, Walid, Dawy, Zaher, Zhu Han

    “…Device-to-device (D2D) communication is viewed as one promising technology for boosting the capacity of wireless networks and the efficiency of resource…”
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  20. 20

    Toward Massive Machine Type Cellular Communications by Dawy, Zaher, Saad, Walid, Ghosh, Arunabha, Andrews, Jeffrey G., Yaacoub, Elias

    Published in IEEE wireless communications (01-02-2017)
    “…Cellular networks have been engineered and optimized to carrying ever-increasing amounts of mobile data, but over the last few years, a new class of…”
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