Deep neural network for resource management in NOMA networks

N Yang, H Zhang, K Long, HY Hsieh… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… method is proposed based on a deep neural network (… resource allocation because it
requires a very simple operation. In this paper, the resource management problem of the NOMA

Resource management in non-orthogonal multiple access networks for 5G and beyond

L Song, Y Li, Z Ding, HV Poor - IEEE Network, 2017 - ieeexplore.ieee.org
… by NOMA, it poses significant challenges for system design and resource management.
This article reviews resource management issues in NOMA systems. The main taxonomy of …

Energy efficient resource management in SWIPT enabled heterogeneous networks with NOMA

H Zhang, M Feng, K Long… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… This paper investigates the resource optimization problem of NOMA heterogeneous
small cell networks with simultaneous wireless information and power transfer (SWIPT). By …

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 …

Rethinking outage constraints for resource management in NOMA networks

F Cui, Z Qin, Y Cai, M Zhao… - IEEE journal of selected …, 2019 - ieeexplore.ieee.org
… and power allocation for a downlink NOMA network subject to the alternative outage … 1) We
formulate the user scheduling and power allocation problem for a downlink NOMA network to …

Spectrum efficient resource management for multi-carrier-based NOMA networks: A graph-based method

D Zhai, J Du - IEEE Wireless Communications Letters, 2017 - ieeexplore.ieee.org
… , the spectrum efficiency of the NOMA network without proper resource management (the
NOMA-Match and the NOMA-Random) is even worse than that of the OFDMA network. Fig. 1b …

Energy-efficient resource allocation in NOMA heterogeneous networks

H Zhang, F Fang, J Cheng, K Long… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
… as precoding technique and resource management [7]. In this article, we apply NOMA with
SIC … improve the system energy efficiency via resource optimization. In the traditional OFDMA …

Efficient resource management for sum capacity maximization in 5G NOMA systems

A Ali, A Baig, GM Awan, WU Khan, Z Ali… - Applied System …, 2019 - mdpi.com
… for multiple users to the network over the same system resources. This paper studies resource
management problem for downlink transmission of multiuser NOMA system. Our objective …

Optimization and resource management in NOMA wireless networks supporting real and non-real time service bundling

P Vamvakas, EE Tsiropoulou… - … IEEE Symposium on …, 2017 - ieeexplore.ieee.org
… Initial research efforts have been devoted to the problem of resource allocation in NOMA
wireless networks. In [1], a hybrid NOMA scheme for the downlink is proposed, which adaptively …

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. …