Mobility-aware offloading and resource allocation in NOMA-MEC systems via DC

C Li, H Wang, R Song - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) is a promising computing paradigm that incorporates
computing capability into a radio access network (RAN) nearby user equipment (UE) to …

Latency and energy aware rate maximization in MC-NOMA-based multi-access edge computing: A two-stage deep reinforcement learning approach

M Nduwayezu, JH Yun - Computer Networks, 2022 - Elsevier
Future network services are emerging with an inevitable need for high wireless capacity
along with strong computational capabilities, stringent latency and reduced energy …

Intelligent offloading for NOMA-assisted MEC via dual connectivity

C Li, H Wang, R Song - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Multiaccess edge computing (MEC), which brings computing capability close to the user
equipment (UE) within a radio access network (RAN), is a promising technique to meet the …

Computation offloading and resource allocation in NOMA–MEC: A deep reinforcement learning approach

C Shang, Y Sun, H Luo… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Multiaccess edge computing has emerged as a powerful paradigm for increasing the
computation performance of mobile devices (MDs). Applying nonorthogonal multiple access …

NOMA-based multi-user mobile edge computation offloading via cooperative multi-agent deep reinforcement learning

Z Chen, L Zhang, Y Pei, C Jiang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) is a promising solution to enable resource-limited mobile
devices to offload computation-intensive tasks to nearby edge servers. In this paper …

Partial computation offloading in NOMA-assisted mobile-edge computing systems using deep reinforcement learning

TP Truong, TV Nguyen, W Noh… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) and nonorthogonal multiple access (NOMA) have been
regarded as promising technologies for beyond fifth-generation (B5G) and sixth-generation …

Online computation offloading in NOMA-based multi-access edge computing: A deep reinforcement learning approach

M Nduwayezu, QV Pham, WJ Hwang - IEEE Access, 2020 - ieeexplore.ieee.org
One of the missions of fifth generation (5G) wireless networks is to provide massive
connectivity of the fast growing number of Internet of Things (IoT) devices. To satisfy this …

Joint communication and computation resource optimization for NOMA-assisted mobile edge computing

S Mao, S Leng, Y Zhang - ICC 2019-2019 IEEE International …, 2019 - ieeexplore.ieee.org
Mobile-edge computing (MEC) and non-orthogonal multiple access (NOMA) has been
envisioned as two promising technologies in the future wireless networks. In this paper, we …

MEC in NOMA-HetNets: A joint task offloading and resource allocation approach

G Zheng, C Xu, H Long, X Zhao - 2021 IEEE Wireless …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) has been regarded as a promising technology to liberate the
resource-limited users from computation-intensive and latency-sensitive tasks by …

Energy efficient task offloading in NOMA-based mobile edge computing system

M Hua, H Tian, W Ni, S Fan - 2019 IEEE 30th Annual …, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC), which enables the wireless devices to offload their
computation tasks to the edge servers, has been considered as a promising technology to …