Joint resource management for MC-NOMA: A deep reinforcement learning approach

S Wang, T Lv, W Ni, NC Beaulieu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… and NOMA techniques, MC-NOMA extends the technical legacy of orthogonal frequency-…
of resource management play a crucial role in power-domain MC-NOMA (or “MC-NOMA” for …

Deep learning based radio resource management in NOMA networks: User association, subchannel and power allocation

H Zhang, H Zhang, K Long… - … on Network Science …, 2020 - ieeexplore.ieee.org
… In this paper, a NOMA based mmWave heterogeneous wireless networks with an intelligent
control center (Fig. 1) is studied, where small cells are distributed uniformly in a macrocell. …

Energy-saving deployment optimization and resource management for UAV-assisted wireless sensor networks with NOMA

D Zhai, C Wang, R Zhang, H Cao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… SIC-free NOMA scheme provides satisfactory … NOMA networks, which maximizes the
throughput under the quality of service constraints. In [21], the authors proposed a novel NOMA

Deep reinforcement learning-based multidimensional resource management for energy harvesting cognitive NOMA communications

Z Shi, X Xie, H Lu, H Yang, J Cai… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… In this paper, we study joint spectrum, energy, and time resource management for the EH-CR-NOMA
IoT systems. Our goal is to minimize the number of data packets losses for all …

Cluster based resource management using H-NOMA in heterogeneous networks beyond 5G

U Ghafoor, HZ Khan, AM Siddiqui, M Ali, A Rauf… - Ad Hoc Networks, 2023 - Elsevier
… access (H-NOMA) and mobile user clustering (MUC) in a heterogeneous network (HetNet) …
MUC-assisted downlink (DL) H-NOMA strategy in the presence of an eavesdropper in HetNet…

Robust energy-efficient resource management, SIC ordering, and beamforming design for MC MISO-NOMA enabled 6G

A Zakeri, A Khalili, MR Javan, N Mokari… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… In fact, we consider a MC MISO-NOMA communication network setup. We denote the set of
all users as K = {1,...,K} which are randomly distributed with the uniform distribution inside the …

Intelligent radio resource management in reconfigurable IRS-enabled NOMA networks

S Basharat, H Pervaiz, SA Hassan, RI Ansari… - Physical …, 2022 - Elsevier
… for IRS-aided downlink MC-NOMA network that ensures fairness, per … NOMA network with
both blocked and unblocked clusters, where a BS assigns a single sub-channel to each NOMA

Resource management of video traffic over heterogeneous NOMA networks

W Yin, L Xu, H Wang, Y Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
resource allocation and assignment for video traffic in IoT is investigated over heterogeneous
NOMA networks … The contributions of this work include: (i) We model the resource

Ai-based radio resource management and trajectory design for pd-noma communication in irs-uav assisted networks

HM Hariz, S Sheikhzadeh, N Mokari, MR Javan… - arXiv preprint arXiv …, 2021 - arxiv.org
… -orthogonal multiple access (PD-NOMA) has been considered as a … NOMA technique
is that more than one user can simultaneously use a sub-carrier. The combination of the PD-NOMA

Adaptive Rate Maximization and Hierarchical Resource Management for Underlay Spectrum Sharing NOMA HetNets with Hybrid Power Supplies

H Duan, A Mirzaei - Mobile Networks and Applications, 2023 - Springer
… cognitive NOMA networkNOMA and cognitive radio network. It should be borne in mind
that the aforementioned works mostly deal with issues pertinent to cooperative NOMA networks