Edge artificial intelligence for 6G: Vision, enabling technologies, and applications
KB Letaief, Y Shi, J Lu, J Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
The thriving of artificial intelligence (AI) applications is driving the further evolution of
wireless networks. It has been envisioned that 6G will be transformative and will …
wireless networks. It has been envisioned that 6G will be transformative and will …
Federated learning via intelligent reflecting surface
Over-the-air computation (AirComp) based federated learning (FL) is capable of achieving
fast model aggregation by exploiting the waveform superposition property of multiple-access …
fast model aggregation by exploiting the waveform superposition property of multiple-access …
Reconfigurable intelligent surface-assisted aerial-terrestrial communications via multi-task learning
The aerial-terrestrial communication system constitutes an efficient paradigm for supporting
and complementing terrestrial communications. However, the benefits of such a system …
and complementing terrestrial communications. However, the benefits of such a system …
RIS-enhanced WPCNs: Joint radio resource allocation and passive beamforming optimization
Wireless-powered communication and reconfigurable intelligent surface (RIS) can
complement each other for increasing energy utilization and spectrum efficiency by …
complement each other for increasing energy utilization and spectrum efficiency by …
Joint deployment and multiple access design for intelligent reflecting surface assisted networks
The fundamental intelligent reflecting surface (IRS) deployment problem is investigated for
IRS-assisted networks, where one IRS is arranged to be deployed in a specific region for …
IRS-assisted networks, where one IRS is arranged to be deployed in a specific region for …
A promising technology for 6G wireless networks: Intelligent reflecting surface
The intelligent information society, which is highly digitized, intelligence inspired, and
globally data driven, will be deployed in the next decade. The next 6G wireless …
globally data driven, will be deployed in the next decade. The next 6G wireless …
Intelligent reflection enabling technologies for integrated and green Internet-of-Everything beyond 5G: Communication, sensing, and security
Internet-of-Everything (IoE) has gradually been recognized as an integral part of future
wireless networks. In IoE, there can be an ultra-massive number of smart devices of various …
wireless networks. In IoE, there can be an ultra-massive number of smart devices of various …
Interference management for over-the-air federated learning in multi-cell wireless networks
Federated learning (FL) over resource-constrained wireless networks has recently attracted
much attention. However, most existing studies consider one FL task in single-cell wireless …
much attention. However, most existing studies consider one FL task in single-cell wireless …
A novel transmission policy for intelligent reflecting surface assisted wireless powered sensor networks
This paper proposes a novel transmission policy for a wireless powered sensor network
(WPSN) assisted by an intelligent reflecting surface (IRS) to enhance the performance of …
(WPSN) assisted by an intelligent reflecting surface (IRS) to enhance the performance of …
Deep learning for channel tracking in IRS-assisted UAV communication systems
To boost the performance of wireless communication networks, unmanned aerial vehicles
(UAVs) aided communications have drawn dramatically attention due to their flexibility in …
(UAVs) aided communications have drawn dramatically attention due to their flexibility in …