Enumeration and identification of active users for grant-free NOMA using deep neural networks
In next-generation mobile radio systems, multiple access schemes will support a massive
number of uncoordinated devices exhibiting sporadic traffic, transmitting short packets to a …
number of uncoordinated devices exhibiting sporadic traffic, transmitting short packets to a …
Deep neural network-based active user detection for grant-free NOMA systems
As a means to support the access of massive machine-type communication devices, grant-
free access and non-orthogonal multiple access (NOMA) have received great deal of …
free access and non-orthogonal multiple access (NOMA) have received great deal of …
Joint active user and data detection in uplink grant-free NOMA by message-passing algorithm
R Xin, Z Ni, L Kuang, H Jia… - 2019 15th International …, 2019 - ieeexplore.ieee.org
Grant-free non-orthogonal multiple access (NOMA) is highly expected to support massive
connectivity and reduce the transmission latency for future wireless communications. In this …
connectivity and reduce the transmission latency for future wireless communications. In this …
Joint user activity and data detection in grant-free NOMA using generative neural networks
Grant-free non-orthogonal multiple access (NOMA) is considered as one of the supporting
technology for massive connectivity for future networks. In the grant-free NOMA systems with …
technology for massive connectivity for future networks. In the grant-free NOMA systems with …
Bayesian learning-based multiuser detection for grant-free NOMA systems
X Zhang, P Fan, J Liu, L Hao - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
Grant-Free Non-Orthogonal Multiple Access (GF-NOMA) is considered as a promising
technology to support the massive connectivity of Machine-Type Communications (MTC) …
technology to support the massive connectivity of Machine-Type Communications (MTC) …
Deep learning-based blind multiple user detection for grant-free scma and musa systems
Massive machine-type communications (mMTC) in 6G requires supporting a massive
number of devices with limited resources, posing challenges in efficient random access …
number of devices with limited resources, posing challenges in efficient random access …
Advanced NOMA receivers from a unified variational inference perspective
X Meng, L Zhang, C Wang, L Wang… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) on shared resources has been identified as a
promising technology in 5G to improve resource efficiency and support massive access in all …
promising technology in 5G to improve resource efficiency and support massive access in all …
DeepMuD: Multi-user detection for uplink grant-free NOMA IoT networks via deep learning
In this letter, we propose a deep learning-aided multi-user detection (DeepMuD) in uplink
non-orthogonal multiple access (NOMA) to empower the massive machine-type …
non-orthogonal multiple access (NOMA) to empower the massive machine-type …
Multi-user detection using ADMM-based compressive sensing for uplink grant-free NOMA
AC Cirik, NM Balasubramanya… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is considered a primary candidate addressing the
challenge of massive connectivity in fifth generation wireless communication systems. In this …
challenge of massive connectivity in fifth generation wireless communication systems. In this …
Dynamic compressive sensing-based multi-user detection for uplink grant-free NOMA
Non-orthogonal multiple access (NOMA) can support more users than OMA techniques
using the same wireless resources, which is expected to support massive connectivity for …
using the same wireless resources, which is expected to support massive connectivity for …