Deep neural network for resource management in NOMA networks

N Yang, H Zhang, K Long, HY Hsieh… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Resource management plays a crucial role in improving sum rate of non-orthogonal multiple
access (NOMA) networks. However, the traditional resource management methods have …

Joint power allocation and channel assignment for NOMA with deep reinforcement learning

C He, Y Hu, Y Chen, B Zeng - IEEE Journal on Selected Areas …, 2019 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) has been considered as a significant candidate
technique for the next generation wireless communication to support high throughput and …

Energy efficient dynamic resource optimization in NOMA system

H Zhang, B Wang, C Jiang, K Long… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) with successive interference cancellation (SIC) is a
promising technique for next generation wireless communications. Using NOMA, more than …

Transmit power minimization for downlink multi-cell multi-carrier NOMA networks

D Ni, L Hao, QT Tran, X Qian - IEEE Communications Letters, 2018 - ieeexplore.ieee.org
In this letter, to minimize the total transmit power with constraints of the user data rate
requirements, the radio resource allocation problem for multi-cell and multi-carrier non …

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 …

Power allocation for downlink NOMA heterogeneous networks

D Ni, L Hao, QT Tran, X Qian - IEEE Access, 2018 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) and heterogeneous network (HetNet) are two
significant and promising enabling techniques to further improve overall system …

Joint user scheduling and power allocation optimization for energy-efficient NOMA systems with imperfect CSI

F Fang, H Zhang, J Cheng, S Roy… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) exploits successive interference cancellation
technique at the receivers to improve the spectral efficiency. By using this technique …

Efficient power allocation for multi-cell uplink NOMA network

WU Khan, F Jameel, T Ristaniemi… - 2019 IEEE 89th …, 2019 - ieeexplore.ieee.org
Digital technologies are rapidly shaping the modern concepts of urbanization. It is a key
element of developing practical smart cities of the future. In fact, they are the catalyst for the …

Interference-aware user grouping strategy in NOMA systems with QoS constraints

F Guo, H Lu, D Zhu, H Wu - IEEE INFOCOM 2019-IEEE …, 2019 - ieeexplore.ieee.org
To meet the performance and complexity requirements from practical deployment of non-
orthogonal multiple access (NOMA) systems, several users are grouped together for NOMA …

A novel low complexity power allocation algorithm for downlink NOMA networks

P Sindhu, KS Deepak, AH KM - 2018 IEEE recent advances in …, 2018 - ieeexplore.ieee.org
This paper investigates optimal power distribution which guarantees Quality of Service
(QoS) for Weighted Sum-Rate Maximization (WSRM) in downlink Non-Orthogonal Multiple …