A dynamic power allocation scheme in power-domain NOMA using actor-critic reinforcement learning
Non-orthogonal multiple access (NOMA) is one of the most promising technologies in the
next-generation cellular communication. However, the effective power allocation strategy …
next-generation cellular communication. However, the effective power allocation strategy …
Efficient user clustering and reinforcement learning based power allocation for NOMA systems
Non-orthogonal multiple access (NOMA) is a popular multiplexing technique for the 5th
generation (5G) network due to its spectral efficiency, high reliability, and massive …
generation (5G) network due to its spectral efficiency, high reliability, and massive …
Joint power allocation and channel assignment for NOMA with deep reinforcement learning
Non-orthogonal multiple access (NOMA) has been considered as a significant candidate
technique for the next generation wireless communication to support high throughput and …
technique for the next generation wireless communication to support high throughput and …
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 …
A deep Q-learning bisection approach for power allocation in downlink NOMA systems
In this work, we study the weighted sum-rate maximization problem for a downlink non-
orthogonal multiple access (NOMA) system. With power and data-rate constraints, this …
orthogonal multiple access (NOMA) system. With power and data-rate constraints, this …
User selection and power allocation scheme with SINR-based deep learning for downlink NOMA
Innon-orthogonal multiple access (NOMA) systems, transmit power allocation plays a crucial
role in maximizing the sum rate, while satisfying quality of service requirements of users. In …
role in maximizing the sum rate, while satisfying quality of service requirements of users. In …
Cross-layer resource allocation in NOMA systems with dynamic traffic arrivals
H Ding, KC Leung - 2020 IEEE Wireless Communications and …, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) has become a potential candidate to satisfy the
heterogeneous demands in the fifth generation of wireless communication systems. With the …
heterogeneous demands in the fifth generation of wireless communication systems. With the …
Power control for interference mitigation by evolutionary game theory in uplink NOMA for 5G networks
S Riaz, U Park - Journal of the Chinese Institute of Engineers, 2018 - Taylor & Francis
The demand for mobile uplink traffic has increased significantly in the past few decades with
the development of the Internet of Things (IoT) and mobile Internet. This has subsequently …
the development of the Internet of Things (IoT) and mobile Internet. This has subsequently …
Joint power allocation and MCS selection in downlink NOMA system
S Kim, H Kim, D Hong - … on Personal, Indoor and Mobile Radio …, 2018 - ieeexplore.ieee.org
In this paper, we propose joint power allocation and modulation and coding scheme (MCS)
selection for downlink non-orthogonal multiple access system considering max-min user …
selection for downlink non-orthogonal multiple access system considering max-min user …
An improved PSO-based power allocation algorithm for the optimal EE and SE tradeoff in downlink NOMA systems
H Xiao, Y Wang, Q Cheng… - 2018 IEEE 29th Annual …, 2018 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) technique can substantially improve the spectral
efficiency (SE) and increase the throughput of system. As NOMA has these advantages, it …
efficiency (SE) and increase the throughput of system. As NOMA has these advantages, it …