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Perceptive Mobile Networks: Cellular Networks With Radio Vision via Joint Communication and Radar Sensing

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2021; 16 (2)

Joint communication and radar/radio sensing (JCAS), also known as dual-function radar communications, enables the integration of communication and rad......

EH-Edge--An Energy Harvesting-Driven Edge IoT Platform for Online Failure Prediction of Rail Transit Vehicles: A case study of a cloud, edge, and end device collaborative computing paradigm

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2021; 16 (2)

Research about online failure prediction of rail vehicle core components (such as wheels, bearings, and bogies) based on big data and artificial intel......

Interference Geolocation in Satellite Communications Systems: An Overview

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2021; 16 (1)

Satellite interference geolocation plays a critical role in addressing radio interference problems related to satellite communications systems. Tradit......

Aviation Data Lake: Using Side Information to Enhance Future Air-Ground Vehicle Networks

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2021; 16 (1)

Future denser air-ground vehicle networks (AGVNs) face challenges such as resource allocation, mobility management, secure transmission, and so on. At......

Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2021; 16 (1)

Artificial intelligence (AI) heralds a step-change in wireless networks but may also cause irreversible environmental damage due to its high energy co......

EFFECTIVE CACHE-ENABLED WIRELESS NETWORKS: An Artificial Intelligence- and Recommendation-Oriented Framework

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2021; 16 (1)

Caching at the network edge can significantly reduce users' perceived latency and relieve backhaul pressure, hence invigorating a new set of innovatio......

Channel Modeling and System Concepts for Future Terahertz Communications: Getting Ready for Advances Beyond 5G

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (2)

Future terahertz (THz) communications will utilize the frequency spectrum around 300 GHz. This technology provides a promising solution for future hig......

Unmanned Aerial Vehicle Communications: Path-Loss Modeling and Evaluation

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (2)

Channel modeling plays an important role in unmanned aerial vehicle (UAV) communication system design and performance evaluation. In this article, we ......

Predictive Voice-Over-Internet Protocol Fallback Over Vehicular Channels: Employing Artificial Intelligence at the Edge of 5G Networks

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (2)

5G cellular networks are characterized by a servicebased architecture (SBA) where physical and virtual network functions (NFs) interact with each othe......

Massive MIMO-Assisted Mobile Edge Computing: Exciting Possibilities for Computation Offloading

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (2)

In this article, we propose to apply massive multipleinput, multiple-output (MIMO) to mobile edge computing (MEC). This application is expected to gre......

Machine Learning for 6G Wireless Networks: Carrying Forward Enhanced Bandwidth, Massive Access, and Ultrareliable/Low-Latency Service

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (4)

To satisfy the expected plethora of demanding services, the future generation of wireless networks (6G) has been mandated as a revolutionary paradigm ......

Visible Light Communication in 6G: Advances, Challenges, and Prospects

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (4)

6G networks are expected to provide extremely high capacity and satisfy emerging applications, but current frequency bands may not be sufficient. More......

An Outlook on the Interplay of Artificial Intelligence and Software-Defined Metasurfaces: An Overview of Opportunities and Limitations

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (4)

Recent advances in programmable metasurfaces, known as software-defined metasurfaces (SDMs), offer a paradigm shift from uncontrollable to fully tunab......

Massively Distributed Antenna Systems With Nonideal Optical Fiber Fronthauls: A Promising Technology for 6G Wireless Communication Systems

期刊: IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2020; 15 (4)

Employing massively distributed antennas brings radio access points (RAPs) closer to users, enabling aggressive spectrum reuse that can bridge gaps be......

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