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08/09/2023
Wirelessly Powered Federated Learning Networks: Joint Power Transfer, Data Sensing, Model Training, and Resource Allocation
Federated learning (FL) has found many successes in wireless networks; h...
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07/31/2023
Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges
With the advent of new technologies and endeavors for automation in almo...
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04/02/2023
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions
Recent technological advancements have considerately improved healthcare...
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01/03/2023
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics
Unmanned aerial vehicle (UAV) swarms are considered as a promising techn...
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12/13/2022
Edge Computing for Semantic Communication Enabled Metaverse: An Incentive Mechanism Design
Semantic communication (SemCom) and edge computing are two disruptive so...
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11/02/2022
Explainable AI over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions
Explainable Artificial Intelligence (XAI) is transforming the field of A...
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09/29/2022
Label driven Knowledge Distillation for Federated Learning with non-IID Data
In real-world applications, Federated Learning (FL) meets two challenges...
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06/02/2022
Resource Allocation for Compression-aided Federated Learning with High Distortion Rate
Recently, a considerable amount of works have been made to tackle the co...
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04/16/2022
IIFNet: A Fusion based Intelligent Service for Noisy Preamble Detection in 6G
In this article, we present our vision of preamble detection in a physic...
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04/14/2022
HCFL: A High Compression Approach for Communication-Efficient Federated Learning in Very Large Scale IoT Networks
Federated learning (FL) is a new artificial intelligence concept that en...
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04/05/2022
Aerial Computing: A New Computing Paradigm, Applications, and Challenges
In existing computing systems, such as edge computing and cloud computin...
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02/23/2022
AI-empowered Joint Communication and Radar Systems with Adaptive Waveform for Autonomous Vehicles
In Joint Communication and Radar (JCR)-based Autonomous Vehicle (AV) sys...
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02/15/2022
Artificial Intelligence for the Metaverse: A Survey
Along with the massive growth of the Internet from the 1990s until now, ...
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11/16/2021
Federated Learning for Smart Healthcare: A Survey
Recent advances in communication technologies and Internet-of-Medical-Th...
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10/11/2021
Blockchain for Edge of Things: Applications, Opportunities, and Challenges
In recent years, blockchain networks have attracted significant attentio...
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10/08/2021
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions
Big data has remarkably evolved over the last few years to realize an en...
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07/29/2021
Secure Swarm UAV-assisted Communications with Cooperative Friendly Jamming
This article proposes a cooperative friendly jamming framework for swarm...
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07/17/2021
Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts
The very first infected novel coronavirus case (COVID-19) was found in H...
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07/15/2021
Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated Learning
Federated learning (FL) is a distributed model for deep learning that in...
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04/27/2021
Toward Blockchain for Edge-of-Things: A New Paradigm, Opportunities, and Future Directions
Blockchain is gaining momentum as a promising technology for many applic...
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04/05/2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges
Mobile edge computing (MEC) has been envisioned as a promising paradigm ...
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03/20/2021
UAV Communications for Sustainable Federated Learning
Federated learning (FL), invented by Google in 2016, has become a hot re...
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02/15/2021
Transfer Learning for Future Wireless Networks: A Comprehensive Survey
With outstanding features, Machine Learning (ML) has been the backbone o...
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02/14/2021
Survey on Aerial Radio Access Networks: Toward a Comprehensive 6G Access Infrastructure
Current network access infrastructures are characterized by heterogeneit...
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01/20/2021
Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey
Electricity is one of the mandatory commodities for mankind today. To ad...
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01/19/2021
IRS-Empowered Wireless Communications: State-of-the-Art, Key Techniques, and Open Issues
In this article, we overview intelligent reflecting surface (IRS)-empowe...
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01/10/2021
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning
As the integration of unmanned aerial vehicles (UAVs) into visible light...
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01/04/2021
Fusion of Federated Learning and Industrial Internet of Things: A Survey
Industrial Internet of Things (IIoT) lays a new paradigm for the concept...
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10/05/2020
Intelligent reflecting surface aided wireless networks-Harris Hawks optimization for beamforming design
Intelligent Reflecting Surface (IRS) is envisioned to be a promising gre...
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09/11/2020
Energy-Efficient Design of IRS-NOMA Networks
Combining intelligent reflecting surface (IRS) and non-orthogonal multip...
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09/04/2020
Learning Constellation Map with Deep CNN for Accurate Modulation Recognition
Modulation classification, recognized as the intermediate step between s...
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09/04/2020
Chain-Net: Learning Deep Model for Modulation Classification Under Synthetic Channel Impairment
Modulation classification, an intermediate process between signal detect...
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09/02/2020
A Survey on Blockchain for Big Data: Approaches, Opportunities, and Future Directions
Big data has generated strong interest in various scientific and enginee...
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08/19/2020
Intelligent Radio Signal Processing: A Contemporary Survey
Intelligent signal processing for wireless communications is a vital tas...
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07/30/2020
Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications
Due to the proliferation of smart devices and emerging applications, man...
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07/25/2020
Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements and Challenges
In the next few years, smart farming will reach each and every nook of t...
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07/12/2020
Clustering and Power Allocation for UAV-assisted NOMA-VLC Systems: A Swarm Intelligence Approach
Integrating unmanned aerial vehicles (UAV) to non-orthogonal multiple ac...
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10/31/2019
Intelligent Reflecting Surface Aided Network: Power Control for Physical-Layer Broadcasting
As a recently proposed idea for future wireless systems, intelligent ref...
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06/20/2019
A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art
Driven by the emergence of new compute-intensive applications and the vi...
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03/02/2018
Decentralized Computation Offloading and Resource Allocation in Heterogeneous Networks with Mobile Edge Computing
We consider a heterogeneous network with mobile edge computing, where a ...
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01/15/2018