Search Results - "Saad, Walid"
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Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications
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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Virtual Reality Over Wireless Networks: Quality-of-Service Model and Learning-Based Resource Management
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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Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications
Published in IEEE transactions on wireless communications (01-11-2017)“…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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Mobility in the Sky: Performance and Mobility Analysis for Cellular-Connected UAVs
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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Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
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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Liquid State Machine Learning for Resource and Cache Management in LTE-U Unmanned Aerial Vehicle (UAV) Networks
Published in IEEE transactions on wireless communications (01-03-2019)“…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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Proactive Resource Management for LTE in Unlicensed Spectrum: A Deep Learning Perspective
Published in IEEE transactions on wireless communications (01-07-2018)“…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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Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization
Published in IEEE transactions on wireless communications (01-12-2017)“…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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Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications
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
Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
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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Caching in the Sky: Proactive Deployment of Cache-Enabled Unmanned Aerial Vehicles for Optimized Quality-of-Experience
Published in IEEE journal on selected areas in communications (01-05-2017)“…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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A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks
Published in IEEE transactions on wireless communications (01-01-2021)“…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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Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
Published in IEEE journal on selected areas in communications (01-12-2021)“…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
Communications and Control for Wireless Drone-Based Antenna Array
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
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems
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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Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks
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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Federated Echo State Learning for Minimizing Breaks in Presence in Wireless Virtual Reality Networks
Published in IEEE transactions on wireless communications (01-01-2020)“…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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Distributed Multi-Agent Meta Learning for Trajectory Design in Wireless Drone Networks
Published in IEEE journal on selected areas in communications (01-10-2021)“…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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Contract-Based Incentive Mechanisms for Device-to-Device Communications in Cellular Networks
Published in IEEE journal on selected areas in communications (01-10-2015)“…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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Toward Massive Machine Type Cellular Communications
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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