A novel deep neural network based approach for sparse code multiple access

J Lin, S Feng, Y Zhang, Z Yang, Y Zhang - Neurocomputing, 2020 - Elsevier
Sparse code multiple access (SCMA) has been one of the non-orthogonal multiple access
(NOMA) schemes aiming to support high spectral efficiency and ubiquitous access …

Deep learning-aided SCMA

M Kim, NI Kim, W Lee, DH Cho - IEEE Communications Letters, 2018 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) is a promising code-based non-orthogonal multiple-
access technique that can provide improved spectral efficiency and massive connectivity …

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 …

A Wasserstein GAN autoencoder for SCMA networks

L Miuccio, D Panno, S Riolo - IEEE Wireless Communications …, 2022 - ieeexplore.ieee.org
In the view of the exponential growth of mobile applications, the Sparse Code Multiple
Access (SCMA) is one promising code-domain Non-Orthogonal Multiple Access (NOMA) …

SCMA decoding via deep learning

CP Wei, H Yang, CP Li, YM Chen - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) has become a highly competitive technology for future
cellular systems. For the receiver of the SCMA system, besides the traditional maximum …

Convolutional neural networks for blind decoding in sparse code multiple access

I Abidi, M Hizem, I Ahriz, M Cherif… - … & Mobile Computing …, 2019 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) has attracted growing research interests in order to
meet the targets of the next generation of wireless communication networks. Since it relies …

Sparse code multiple access decoding based on a Monte Carlo Markov chain method

J Chen, Z Zhang, S He, J Hu… - IEEE Signal Processing …, 2016 - ieeexplore.ieee.org
Nonorthogonal multiple access technology has been proposed for use in 5G
communications systems. In particular, the sparse code multiple access (SCMA) scheme is …

Efficient sparse code multiple access decoder based on deterministic message passing algorithm

C Zhang, C Yang, X Pang, W Song… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Being an effective non-orthogonal multiple access (NOMA) technique, sparse code multiple
access (SCMA) is promising for future wireless communication. Compared with orthogonal …

A tutorial on decoding techniques of sparse code multiple access

S Chaturvedi, Z Liu, VA Bohara, A Srivastava… - IEEE …, 2022 - ieeexplore.ieee.org
Sparse Code Multiple Access (SCMA) is a disruptive code-domain non-orthogonal multiple
access (NOMA) scheme to enable future massive machine-type communication networks …

SCMA codebook based on optimization of mutual information and shaping gain

S Sharma, K Deka, V Bhatia… - 2018 IEEE Globecom …, 2018 - ieeexplore.ieee.org
Sparse code multiple access (SCMA) is a promising non-orthogonal multiple access
(NOMA) technique for the fifth generation (5G) and beyond wireless networks. The …