Machine learning empowered resource allocation in IRS aided MISO-NOMA networks
A novel framework of intelligent reflecting surface (IRS)-aided multiple-input single-output
(MISO) non-orthogonal multiple access (NOMA) network is proposed, where a base station …
(MISO) non-orthogonal multiple access (NOMA) network is proposed, where a base station …
NOMA-based multi-user mobile edge computation offloading via cooperative multi-agent deep reinforcement learning
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 …
devices to offload computation-intensive tasks to nearby edge servers. In this paper …
Dynamic power–latency tradeoff for mobile edge computation offloading in NOMA-based networks
N Nouri, A Entezari, J Abouei… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Mobile edge computing (MEC) has been recognized as an emerging technology that allows
users to send the computation-intensive tasks to the MEC server deployed at the macro …
users to send the computation-intensive tasks to the MEC server deployed at the macro …
Hybrid NOMA offloading in multi-user MEC networks
Non-orthogonal multiple access (NOMA) assisted mobile edge computing (MEC) has
recently attracted significant attention due to its superior capability to reduce the energy …
recently attracted significant attention due to its superior capability to reduce the energy …
Delay minimization for NOMA-enabled mobile edge computing in industrial Internet of Things
W Noh, S Cho - IEEE Transactions on Industrial Informatics, 2021 - ieeexplore.ieee.org
Mobile edge computing and nonorthogonal multiple access (NOMA) have been considered
as promising technologies that can satisfy rigorous requirements of industrial Internet of …
as promising technologies that can satisfy rigorous requirements of industrial Internet of …
Efficient offloading for minimizing task computation delay of NOMA-based multiaccess edge computing
Multi-access edge computing (MEC) has been one promising solution to reduce the
computation delay of wireless devices. Due to the high spectrum efficiency of non …
computation delay of wireless devices. Due to the high spectrum efficiency of non …
Partial computation offloading in NOMA-assisted mobile-edge computing systems using deep reinforcement learning
Mobile-edge computing (MEC) and nonorthogonal multiple access (NOMA) have been
regarded as promising technologies for beyond fifth-generation (B5G) and sixth-generation …
regarded as promising technologies for beyond fifth-generation (B5G) and sixth-generation …
Demand response in noma-based mobile edge computing: A two-phase game-theoretical approach
Mobile edge computing (MEC), as a key technology that facilitates 5G networks, provides a
new and prospective mobile computing paradigm that allows the deployment of edge …
new and prospective mobile computing paradigm that allows the deployment of edge …
Energy-efficient resource allocation in uplink NOMA systems with deep reinforcement learning
Y Zhang, X Wang, Y Xu - 2019 11th international conference …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is regarded as a promising technology to satisfy
the huge access demand and data rate requirements of the next generation network. In this …
the huge access demand and data rate requirements of the next generation network. In this …
Distributed Q-learning aided uplink grant-free NOMA for massive machine-type communications
The explosive growth of machine-type communications (MTC) devices poses critical
challenges to the existing cellular networks. Therefore, how to support massive MTC devices …
challenges to the existing cellular networks. Therefore, how to support massive MTC devices …