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06/02/2023
MKOR: Momentum-Enabled Kronecker-Factor-Based Optimizer Using Rank-1 Updates
This work proposes a Momentum-Enabled Kronecker-Factor-Based Optimizer U...
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07/19/2022
Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design
In this paper, a green, quantized FL framework, which represents data wi...
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03/10/2022
Toward Smaller and Lower-Cost 5G Devices with Longer Battery Life: An Overview of 3GPP Release 17 RedCap
The fifth generation (5G) wireless technology is primarily developed to ...
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11/15/2021
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks
Deploying federated learning (FL) over wireless networks with resource-c...
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03/01/2021
Towards 6G with Connected Sky: UAVs and Beyond
The large-scale and ever-growing use of unmanned aerial vehicles (UAVs) ...
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01/18/2021
Coverage Evaluation for 5G Reduced Capability New Radio (NR-RedCap)
The fifth generation (5G) wireless technology is primarily designed to a...
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11/17/2020
5G Air-to-Ground Network Design and Optimization: A Deep Learning Approach
Direct air-to-ground (A2G) communications leveraging the fifth-generatio...
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10/17/2020
Blocking Probability Analysis for 5G New Radio (NR) Physical Downlink Control Channel
The 5th generation (5G) new radio (NR) is designed to support a wide ran...
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05/11/2020
A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support
The growing deployment of drones in a myriad of applications relies on s...
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02/19/2020
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms
Unmanned aerial vehicle (UAV) swarms must exploit machine learning (ML) ...
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11/21/2019
Efficient Drone Mobility Support Using Reinforcement Learning
Flying drones can be used in a wide range of applications and services f...
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11/01/2019
Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
In this paper, a novel experienced deep reinforcement learning (deep-RL)...
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05/26/2018
Environment-Aware Deployment of Wireless Drones Base Stations with Google Earth Simulator
In this paper, a software-based simulator for the deployment of base sta...
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05/16/2018
Beyond 5G with UAVs: Foundations of a 3D Wireless Cellular Network
In this paper, a novel concept of three-dimensional (3D) cellular networ...
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04/30/2018
Machine Learning for Predictive On-Demand Deployment of UAVs for Wireless Communications
In this paper, a novel machine learning (ML) framework is proposed for e...
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03/02/2018
A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems
The use of flying platforms such as unmanned aerial vehicles (UAVs), pop...
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12/29/2017
Communications and Control for Wireless Drone-Based Antenna Array
In this paper, the effective use of multiple quadrotor drones as an aeri...
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12/18/2017