Routing and resource allocation for iab multi-hop network in 5g advanced
Integrated access and backhaul (IAB) is a novel feature for extending the network coverage
in 5G cellular networks, based on sharing/efficient allocation of owner's spectrum …
in 5G cellular networks, based on sharing/efficient allocation of owner's spectrum …
Deep reinforcement learning-based resource allocation for UAV-enabled federated edge learning
The resource allocation of the federated learning (FL) for unmanned aerial vehicle (UAV)
swarm systems are investigated. The UAV swarms based on FL realize the artificial …
swarm systems are investigated. The UAV swarms based on FL realize the artificial …
Deep reinforcement learning based computation offloading and resource allocation for low-latency fog radio access networks
GMS Rahman, T Dang, M Ahmed - Intelligent and Converged …, 2020 - ieeexplore.ieee.org
Fog Radio Access Networks (F-RANs) have been considered a groundbreaking technique
to support the services of Internet of Things by leveraging edge caching and edge …
to support the services of Internet of Things by leveraging edge caching and edge …
A collaborative optimization strategy for computing offloading and resource allocation based on multi-agent deep reinforcement learning
Y Jiang, Y Mao, G Wu, Z Cai, Y Hao - Computers and Electrical …, 2022 - Elsevier
With the emergence of mobile edge computing (MEC), the edge cloud with certain
computing power is deployed closer to the mobile device, which can well solve the …
computing power is deployed closer to the mobile device, which can well solve the …
Computation offloading for rechargeable users in space-air-ground networks
Relying on space-air-ground (SAG)-integrated artificial intelligence of everything (AIoE)
networks, massive computation-intensive and latency-sensitive tasks can be efficiently either …
networks, massive computation-intensive and latency-sensitive tasks can be efficiently either …
[HTML][HTML] Deep reinforcement learning-based resource allocation for content distribution in IoT-edge-cloud computing environments
With the emergence of intelligent terminals, the Internet of Vehicles (IoV) has been drawing
great attention by taking advantage of mobile communication technologies. However, high …
great attention by taking advantage of mobile communication technologies. However, high …
A joint strategy for service deployment and task offloading in satellite–terrestrial IoT
J Sun, H Wang, L Nie, G Feng, Z Zhang, J Liu - Computer Networks, 2023 - Elsevier
In recent years, low earth orbit satellite constellations, which are an important component of
6G, have been considered as a potential solution to achieve seamless network services for …
6G, have been considered as a potential solution to achieve seamless network services for …
Guest editorial: Edge intelligence for beyond 5G networks
Y Zhang, Z Feng, H Moustafa, F Ye… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Beyond fifth-generation (B5G) networks, or so-called “6G”, is the next-generation wireless
communications systems that will radically change how Society evolves. Edge intelligence is …
communications systems that will radically change how Society evolves. Edge intelligence is …
Dynamic sfc embedding algorithm assisted by federated learning in space-air-ground integrated network resource allocation scenario
Traditional terrestrial wireless communication networks cannot support the requirements for
high-quality services for artificial intelligence applications such as smart cities. The space …
high-quality services for artificial intelligence applications such as smart cities. The space …
Multi-agent reinforcement learning for dynamic resource management in 6G in-X subnetworks
The 6G network enables a subnetwork-wide evolution, resulting in a “network of
subnetworks”. However, due to the dynamic mobility of wireless subnetworks, the data …
subnetworks”. However, due to the dynamic mobility of wireless subnetworks, the data …