Cwgan-based channel modeling of convolutional autoencoder-aided scma for satellite-terrestrial communication

D Li, X Liu, Z Yin, N Cheng, J Liu - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) has excellent application prospects in satellite-
terrestrial links because of its high spectral efficiency and access capacity. In the end-to-end …

A novel multitask learning empowered codebook design for downlink SCMA networks

Q Luo, Z Liu, G Chen, Y Ma… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) is a promising code-domain non-orthogonal multiple
access (NOMA) scheme for the enabling of massive machine-type communication. In SCMA …

Sparse code multiple access scheme based on variational learning

Q Yuan, Z Wang, D Li, Q Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) technology has been widely studied thanks to its
outstanding overload performance, which provides greater device access on limited time …

Multi-sequence spreading random access (MSRA) for compressive sensing-based grant-free communication

AT Abebe, CG Kang - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
The performance of grant-free random access (GF-RA) is limited by the number of
accessible random access resources (RRs) due to the absence of collision resolution …

[PDF][PDF] 稀疏码分多址技术发展及前景

雷拓峰, 倪淑燕, 崔亮, 程乃平, 宋鑫, 陈世淼 - 科学技术与工程, 2023 - stae.com.cn
摘要提升频谱资源利用率是未来移动通信亟待解决的一项重要目标. 其中, 稀疏码分多址(sparse
code multiple access, SCMA) 技术具备频谱利用率高, 抗干扰性能力强, 系统兼容性好等优点 …

Deep learning-based codebook design for code-domain non-orthogonal multiple access: Approaching single-user bit-error rate performance

M Han, H Seo, AT Abebe… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A general form of codebook design for code-domain non-orthogonal multiple access (CD-
NOMA) can be considered equivalent to an autoencoder (AE)-based constellation design for …

Capacity-driven end-to-end learning approach for NOMA with finite-alphabet inputs

J Fan, Z Sun, G Yue, J Yu - Physical Communication, 2023 - Elsevier
Optimal Non-orthogonal multiple access (NOMA) design with practical finite-alphabet inputs
instead of ideal Gaussian inputs has been addressed in this paper. With the aid of tight …

[PDF][PDF] Towards Massive Connectivity via Uplink Code-Domain NOMA

B Tahir - 2022 - scholar.archive.org
Future mobile networks are envisioned to provide wireless access to a massive number of
devices. The substantial increase in connectivity comes mainly from machine-type …

Approches d'apprentissage profond pour la détection en couche physique de télécommunications multi-accès

C Morin - 2021 - theses.hal.science
Les tendances actuelles pointent vers une accélération de l'augmentation du nombre
d'objets cherchant à accéder au spectre radio, à la fois par la démocratisation des objets …

[引用][C] 딥러닝기반다중사용자다차원변조방식의최적화

한민식, 강충구 - 한국통신학회학술대회논문집, 2020