Cross-layer resource management for downlink BF-NOMA-OFDMA video transmission systems and supervised/unsupervised learning based approach

SM Tseng, GY Chen, HC Chan - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Ali et al. proposed a physical (PHY) layer resource management for single-carrier N-
antenna beamforming (BF) non-orthogonal multiple access (NOMA) systems. Cross …

Deep-learning-aided cross-layer resource allocation of OFDMA/NOMA video communication systems

SM Tseng, YF Chen, CS Tsai, WD Tsai - IEEE Access, 2019 - ieeexplore.ieee.org
In previous study, deep learning and autoencoder have been applied for data detection of
NOMA systems, rather than the resource allocation of OFDMA/NOMA systems. In previous …

An efficient resource allocation algorithm for OFDM-based NOMA in 5G systems

OA Saraereh, A Alsaraira, I Khan, P Uthansakul - Electronics, 2019 - mdpi.com
Non-orthogonal multiple access (NOMA) has become the key technology in the future 5G
wireless networks. It can achieve multi-user multiplexing in the transmit power domain by …

Cross-layer codebook allocation for uplink SCMA and PDNOMA-SCMA video transmission systems and a deep learning-based approach

SM Tseng, WY Chen - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) and power-domain nonorthogonal multiple access
(PDNOMA) have been considered for use with fifth-generation (5G) and beyond mobile …

Outage-capacity-based cross layer resource management for downlink NOMA-OFDMA video communications: Non-deep learning and deep learning approaches

SM Tseng, CS Tsai, CY Yu - IEEE Access, 2020 - ieeexplore.ieee.org
Prior works either considered outage capacity of wireless video transmission systems but
did not consider NOMA which is a key technology for 5G ultra-reliable low-latency (URLLC) …

On the performance of LDPC-coded massive MIMO schemes with power-ordered NOMA techniques

M Marques da Silva, R Dinis, G Martins - Applied Sciences, 2021 - mdpi.com
This article studies the power-ordered Non-Orthogonal Multiple Access (NOMA) techniques
associated with Low-Density Parity-Check (LDPC) codes, adopted for use in the fifth …

[PDF][PDF] Modeling and Analysis of OFDMA-NOMA-RA Protocol Considering Imperfect SIC in Multi-User Uplink WLANs.

H Yang, S Li, D Peng - Computers, Materials & Continua, 2024 - cdn.techscience.cn
To address the problems of network congestion and spectrum resources shortage in multi-
user large-scale scenarios, this paper proposes a twice random access OFDMA-NOMA-RA …

Resource Allocation Optimization of NOMA Network via Metaheuristic Algorithms

AJM Younis, AG Wadday, MA Aljaafari… - 2022 5th International …, 2022 - ieeexplore.ieee.org
Because of the improved overall system throughput, spectrum efficiency, and user fairness,
non-orthogonal multiple access (NOMA) is the next stage in telecommunication systems …

Downlink video communications for enhanced hybrid NOMA using deep learning model

V Kaveri, T Deepa - 2022 - researchsquare.com
Eventually, the wireless system is one of the most prominent and effectively overloaded with
enormous amounts of data information due to the rising number of users. To effectively …

DNN-based cross layer resource allocation of NOMA-OFDMA video transmissions without post processing

SM Tseng, CH Tsai, YT Hsu - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In the previous study [1], deep-neural-network-aided physic al/application layer resource
management for NOMA-OFDMA video transmissions was proposed. Meeting the constraints …