Mobile Power Allocation Intelligent Optimization Algorithm for Cooperative NOMA Network based on CBAM-BiLSTM

L Xu, S Cao, X Fu, X Qin, X Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The non-orthogonal multiple access (NOMA) technology can greatly improve the spectral
efficiency of wireless communication systems. The incorporation of NOMA technology into a …

[引用][C] Deep learning based power allocation schemes for NOMA system with imperfect SIC

W Saetan, S Thipchaksurat - Journal of Mobile …, 2023 - journals.riverpublishers.com
Non-orthogonal multiple access (NOMA) has been a promising technology for 5G
communication system. NOMA allows more than one user to utilize the same resource at the …

Dynamic user resource allocation for downlink multicarrier NOMA with an actor–critic method

X Wang, K Meng, X Wang, Z Liu, Y Ma - Energies, 2023 - mdpi.com
Future wireless communication systems require higher performance requirements. Based
on this, we study the combinatorial optimization problem of power allocation and dynamic …

Performance analysis of cooperative NOMA with optimized power allocation using deep learning approach

MK Beuria, SS Singh - Wireless Networks, 2024 - Springer
Abstract Cooperative Non-Orthogonal Multiple Access (Cooperative NOMA) is a
communication technique used in wireless networks to enhance spectral efficiency and …

Efficient user clustering and reinforcement learning based power allocation for NOMA systems

S Rezwan, S Shin, W Choi - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
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 …

Work-in-Progress: AI Based Resource and Power Allocation for NOMA Systems

EK Karakuş, ÖF Gemici, İ Hökelek… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is a promising technology to meet the challenging
requirements of 5G services by providing spectral efficient resource utilization. As the …

Self‐attention convolutional neural network optimized with Remora Optimization Algorithm for energy aware resource management in Non‐orthogonal Multiple …

WV Dani, KV Praveen, S Murugesan… - International Journal of … - Wiley Online Library
Non‐orthogonal multiple access (NOMA) is an efficient technology for future wireless
communication systems. The resource management on NOMA networks is flattering for …

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 …

User selection and power allocation scheme with SINR-based deep learning for downlink NOMA

D Kim, H Jung, IH Lee - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
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 …

[Retracted] Power Allocation Intelligent Optimization for Mobile NOMA Communication System

X Fu, Z Tang, P Xiao - Journal of Advanced Transportation, 2022 - Wiley Online Library
Non‐orthogonal multiple access (NOMA) technology can greatly improve user access and
spectral efficiency. This paper considers the power allocation optimization problem of a two …