Block sparse Bayesian learning based joint user activity detection and channel estimation for grant-free NOMA systems

Y Zhang, Q Guo, Z Wang, J Xi… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper concerns uplink grant-free nonorthogonal multiple access, where the
handshaking procedure is not required to reduce control signaling overhead and …

Joint channel estimation and multiuser detection for uplink grant-free NOMA

Y Du, B Dong, W Zhu, P Gao, Z Chen… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
Grant-free non-orthogonal multiple access is an emerging research topic in machine-type
communications, which is used to reduce signaling overhead. In this context, this letter …

Iterative joint channel estimation, user activity tracking, and data detection for FTN-NOMA systems supporting random access

W Yuan, N Wu, Q Guo, DWK Ng… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Given the requirements of increased data rate and massive connectivity in the Internet-of-
things (IoT) applications of the fifth-generation communication systems (5G), non-orthogonal …

Dynamic compressive sensing-based multi-user detection for uplink grant-free NOMA

B Wang, L Dai, Y Zhang, T Mir… - IEEE Communications …, 2016 - ieeexplore.ieee.org
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 …

Approximate message passing-based joint user activity and data detection for NOMA

C Wei, H Liu, Z Zhang, J Dang… - IEEE Communications …, 2016 - ieeexplore.ieee.org
This letter focuses on joint user activity and data detection in the uplink grant-free non-
orthogonal multiple access systems based on approximate message passing (AMP) and …

Joint user identification, channel estimation, and signal detection for grant-free NOMA

S Jiang, X Yuan, X Wang, C Xu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
For massive machine-type communications, centralized control may incur a prohibitively
high overhead. Grant-free non-orthogonal multiple access (NOMA) provides possible …

Joint user activity and data detection based on structured compressive sensing for NOMA

B Wang, L Dai, T Mir, Z Wang - IEEE Communications Letters, 2016 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) has been regarded as one of the promising key
technologies for future 5G systems. In the uplink grant-free NOMA schemes, dynamic …

Analysis of NOMA-OFDM 5G wireless system using deep neural network

S Pandya, MA Wakchaure… - The Journal of …, 2022 - journals.sagepub.com
In this work, a multiple user deep neural network-based non-orthogonal multiple access
(NOMA) receiver is investigated considering channel estimation error. The decoding of the …

MIMO-NOMA design for small packet transmission in the Internet of Things

Z Ding, L Dai, HV Poor - IEEE access, 2016 - ieeexplore.ieee.org
A feature of the Internet of Things (IoT) is that some users in the system need to be served
quickly for small packet transmission. To address this requirement, a new multiple-input …

DeepMuD: Multi-user detection for uplink grant-free NOMA IoT networks via deep learning

A Emir, F Kara, H Kaya… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
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 …