Learning-assisted optimization for energy-efficient scheduling in deadline-aware NOMA systems
In this paper, we study a class of minimum-energy scheduling problems in non-orthogonal
multiple access (NOMA) systems. NOMA is adopted to enable efficient channel utilization …
multiple access (NOMA) systems. NOMA is adopted to enable efficient channel utilization …
Energy-efficient user scheduling and power allocation for NOMA-based wireless networks with massive IoT devices
Nonorthogonal multiple access (NOMA) exhibits superiority in spectrum efficiency and
device connections in comparison with the traditional orthogonal multiple access …
device connections in comparison with the traditional orthogonal multiple access …
Energy-efficient opportunistic multi-carrier NOMA-based resource allocation for beyond 5G (B5G) networks
The interplay between the non-orthogonal multiple access (NOMA) and the opportunistic
cognitive radio (CR)-based orthogonal frequency multiple access (OFDMA) has been …
cognitive radio (CR)-based orthogonal frequency multiple access (OFDMA) has been …
DRL-based energy-efficient resource allocation frameworks for uplink NOMA systems
X Wang, Y Zhang, R Shen, Y Xu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Nonorthogonal multiple access (NOMA) is one of the promising technologies to meet the
huge access demand and high data-rate requirements of the next-generation networks. In …
huge access demand and high data-rate requirements of the next-generation networks. In …
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 …
Joint spectral and energy efficiency optimization for downlink NOMA networks
Non-orthogonal multiple access (NOMA) holds the promise to be a key enabler of 5G
communication. However, the existing design of NOMA systems must be optimized to …
communication. However, the existing design of NOMA systems must be optimized to …
Super-modular game-based user scheduling and power allocation for energy-efficient NOMA network
G Liu, R Wang, H Zhang, W Kang… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
In this paper, we consider a single cell downlink non-orthogonal multiple access (NOMA)
network and aim at maximizing the energy efficiency. The energy-efficient resource …
network and aim at maximizing the energy efficiency. The energy-efficient resource …
Optimal task assignment and power allocation for downlink NOMA MEC networks
The application of downlink non-orthogonal multiple access (NOMA) in multi-access edge
computing (MEC) systems can significantly improve the spectrum efficiency and reduce the …
computing (MEC) systems can significantly improve the spectrum efficiency and reduce 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 …
computation performance of mobile devices (MDs). Applying nonorthogonal multiple access …
Learning-assisted partial offloading for dynamic NOMA-MEC systems with imperfect SIC and reconfiguration energy cost
B Lu, S Lin, J Fang, X Hong, J Shi - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
In this article, we investigate the long-term energy minimization for nonorthogonal multiple
access (NOMA)-based mobile edge computing (MEC) systems with user mobility …
access (NOMA)-based mobile edge computing (MEC) systems with user mobility …