Resource allocation for NOMA-MEC systems in ultra-dense networks: A learning aided mean-field game approach
Attracted by the advantages of multi-access edge computing (MEC) and non-orthogonal
multiple access (NOMA), this article studies the resource allocation problem of a NOMA …
multiple access (NOMA), this article studies the resource allocation problem of a NOMA …
DDPG-based joint resource management for latency minimization in NOMA-MEC networks
In this letter, we consider the latency minimization problem in NOMA-MEC networks. Each
user offloads partial tasks to the MEC server for remote execution and processes the …
user offloads partial tasks to the MEC server for remote execution and processes the …
Optimal resource allocation for delay minimization in NOMA-MEC networks
Multi-access edge computing (MEC) can enhance the computing capability of mobile
devices, while non-orthogonal multiple access (NOMA) can provide high data rates …
devices, while non-orthogonal multiple access (NOMA) can provide high data rates …
Energy-aware user association for NOMA-based mobile edge computing using matching-coalition game
C Xu, G Zheng, L Tang - IEEE Access, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) is regarded as a key technology to reduce the network
pressure from the computing-intensive and latency-sensitive applications in future wireless …
pressure from the computing-intensive and latency-sensitive applications in future wireless …
Deep deterministic policy gradient (DDPG)-based resource allocation scheme for NOMA vehicular communications
YH Xu, CC Yang, M Hua, W Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
This paper investigates the resource allocation problem in vehicular communications based
on multi-agent Deep Deterministic Policy Gradient (DDPG), in which each Vehicle-to …
on multi-agent Deep Deterministic Policy Gradient (DDPG), in which each Vehicle-to …
Energy-efficient resource allocation for NOMA-MEC networks with imperfect CSI
The combination of non-orthogonal multiple access (NOMA) and multi-access edge
computing (MEC) can significantly improve the system performance including …
computing (MEC) can significantly improve the system performance including …
Joint task offloading and resource allocation for multi-task multi-server NOMA-MEC networks
J Xue, Y An - IEEE Access, 2021 - ieeexplore.ieee.org
By offloading computationally intensive tasks of smart end devices to edge servers deployed
at the edge of the network, mobile edge computing (MEC) has become a promising …
at the edge of the network, mobile edge computing (MEC) has become a promising …
[HTML][HTML] Joint resource allocation for hybrid NOMA-assisted MEC in 6G networks
Abstract Multi-access Edge Computing (MEC) is an essential technology for expanding
computing power of mobile devices, which can combine the Non-Orthogonal Multiple …
computing power of mobile devices, which can combine the Non-Orthogonal Multiple …
Cost-effective user allocation in 5G NOMA-based mobile edge computing systems
Mobile edge computing (MEC) allows edge servers to be placed at cellular base stations.
App vendors like Uber and YouTube can rent computing resources and deploy latency …
App vendors like Uber and YouTube can rent computing resources and deploy latency …
Joint task offloading and resource allocation for NOMA-enabled multi-access mobile edge computing
Multi-access mobile edge computing (MEC) allows each user to offload partial task bits to
multiple MEC servers via multi-access radio transmission, enabling the collaboration of …
multiple MEC servers via multi-access radio transmission, enabling the collaboration of …