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08/21/2023
RADIANCE: Radio-Frequency Adversarial Deep-learning Inference for Automated Network Coverage Estimation
Radio-frequency coverage maps (RF maps) are extensively utilized in wire...
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02/01/2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
With the rising demand for wireless services and increased awareness of ...
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01/26/2023
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence
Real-time machine learning has recently attracted significant interest d...
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04/28/2022
Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers
Convolutional Neural Networks (CNNs) are one of the most studied family ...
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08/31/2021
CWmin Estimation and Collision Identification in Wi-Fi Systems
Wi-Fi networks are susceptible to aggressive behavior caused by selfish ...
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06/29/2021
AdaptiveFog: A Modelling and Optimization Framework for Fog Computing in Intelligent Transportation Systems
Fog computing has been advocated as an enabling technology for computati...
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05/10/2021
Sense-Bandits: AI-based Adaptation of Sensing Thresholds for Heterogeneous-technology Coexistence Over Unlicensed Bands
In this paper, we present Sense-Bandits, an AI-based framework for distr...
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04/06/2021
Misbehavior Detection in Wi-Fi/LTE Coexistence over Unlicensed Bands
We consider the problem of fair coexistence between LTE and Wi-Fi system...
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12/20/2020
5G New Radio Unlicensed: Challenges and Evaluation
To meet the high demand for mobile data, the Third Generation Partnershi...
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03/16/2020
A Generative Learning Approach for Spatio-temporal Modeling in Connected Vehicular Network
Spatio-temporal modeling of wireless access latency is of great importan...
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01/28/2020
Dynamic Network Slicing for Scalable Fog Computing Systems with Energy Harvesting
This paper studies fog computing systems, in which cloud data centers ca...
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01/28/2020
Distributed Resource Allocation for Network Slicing over Licensed and Unlicensed Bands
Network slicing is considered one of the key enabling technologies for 5...
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01/28/2020
Distributed Optimization for Energy-efficient Fog Computing in the Tactile Internet
Tactile Internet is an emerging concept that focuses on supporting high-...
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01/25/2020