DDPG-based joint resource management for latency minimization in NOMA-MEC networks

J Wang, Y Wang, P Cheng, K Yu… - IEEE Communications …, 2023 - ieeexplore.ieee.org
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 …

Optimal task assignment and power allocation for NOMA mobile-edge computing networks

F Fang, Y Xu, Z Ding, C Shen, M Peng… - arXiv preprint arXiv …, 2019 - arxiv.org
Mobile edge computing (MEC) can enhance the computing capability of mobile devices, and
non-orthogonal multiple access (NOMA) can provide high data rates. Combining these two …

Resource allocation for NOMA-MEC systems in ultra-dense networks: A learning aided mean-field game approach

L Li, Q Cheng, X Tang, T Bai, W Chen… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
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 …

Efficient resource allocation for NOMA-MEC system in ultra-dense network: A mean field game approach

Q Cheng, L Li, Y Sun, D Wang, W Liang… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) has become a promising technology to reduce the
computational pressure and task delay of the users. Meanwhile, non-orthogonal multiple …

Optimal resource allocation for delay minimization in NOMA-MEC networks

F Fang, Y Xu, Z Ding, C Shen, M Peng… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Multi-access edge computing (MEC) can enhance the computing capability of mobile
devices, while non-orthogonal multiple access (NOMA) can provide high data rates …

Optimal task partition and power allocation for mobile edge computing with NOMA

F Fang, Y Xu, Z Ding, C Shen, M Peng… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC) can provide considerable computing capabilities for Internet
of Things (IoT) devices, especially for applications with latency sensitive tasks. By applying …

[HTML][HTML] Joint resource allocation for hybrid NOMA-assisted MEC in 6G networks

H Li, F Fang, Z Ding - Digital Communications and Networks, 2020 - Elsevier
Abstract Multi-access Edge Computing (MEC) is an essential technology for expanding
computing power of mobile devices, which can combine the Non-Orthogonal Multiple …

Online offloading scheduling for noma-aided mec under partial device knowledge

M Hua, H Tian, X Lyu, W Ni… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
By exploiting the superiority of nonorthogonal multiple access (NOMA), NOMA-aided mobile-
edge computing (MEC) can provide scalable and low-latency computing services for the …

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 …

Deep multi-agent reinforcement learning for resource allocation in NOMA-enabled MEC

N Waqar, SA Hassan, H Pervaiz, H Jung… - Computer Communications, 2022 - Elsevier
Non-orthogonal multiple access (NOMA) and mobile edge computing (MEC) are being
considered as promising technologies to address the stringent demands of the emerging …