Feature-based spectrum sensing of NOMA system for cognitive IoT networks

J Wu, T Xu, T Zhou, X Chen, N Zhang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
With the rapid increase of the demand for the Internet of Things (IoT), spectrum resources
have incremental challenges. Nonorthogonal multiple access (NOMA) and spectrum …

NOMA-based spectrum sensing for satellite-terrestrial communication

T Xu, Y Xu, T Zhou, X Chen, H Hu - China Communications, 2023 - ieeexplore.ieee.org
With the continuous development of wireless communication technology, the number of
access devices continues to soar, which poses a grate challenge to the already scarce …

Efficient utilization of cooperative spectrum sensing (CSS) in cognitive radio network (CRN) using non-orthogonal multiple access (NOMA)

T Balachander, MBM Krishnan - Wireless Personal Communications, 2022 - Springer
In the recent past, efficient cooperative spectrum sensing and usage are playing a vital role
in wireless communication because of the significant progress of mobile devices. There is a …

AI-enhanced cooperative spectrum sensing for non-orthogonal multiple access

Z Shi, W Gao, S Zhang, J Liu… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
Many state-of-the-art techniques are leveraged to improve spectral efficiency, of which
cognitive radio and multiple access are the most promising ones. In cognitive radio …

A Deep Learning‐Aided Detection Method for FTN‐Based NOMA

J Pan, N Ye, A Wang, X Li - Wireless Communications and …, 2020 - Wiley Online Library
The rapid booming of future smart city applications and Internet of things (IoT) has raised
higher demands on the next‐generation radio access technologies with respect to …

Spectrum resource optimization for NOMA-based cognitive radio in 5G communications

X Liu, Y Wang, S Liu, J Meng - IEEE Access, 2018 - ieeexplore.ieee.org
In traditional cognitive radio (CR), secondary user (SU) can only access the idle spectrum
when primary user (PU) is absent, which has to vacate the spectrum when detecting the …

Deep learning-based joint NOMA signal detection and power allocation in cognitive radio networks

A Kumar, K Kumar - IEEE Transactions on Cognitive …, 2022 - ieeexplore.ieee.org
Presently, Non-Orthogonal Multiple Access (NOMA) frequently uses Successive Interference
Cancellation (SIC) with channel estimation to detect the receivers' signal successfully …

DDI: A novel architecture for joint active user detection and IoT device identification in grant-free NOMA systems for 6G and beyond networks

K Dev, SA Khowaja, PK Sharma… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Nonorthogonal multiple access (NOMA) with a grant-free access has received a lot of
attention due to its support to massive machine-type communication (mMTC) devices. The …

Deep cognitive perspective: Resource allocation for NOMA-based heterogeneous IoT with imperfect SIC

M Liu, T Song, G Gui - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) has attracted significant attentions in the fifth generation mobile
networks and the smart cities. However, considering the large numbers of connectivity …

Uplink resource allocation for NOMA-based hybrid spectrum access in 6G-enabled cognitive Internet of Things

X Liu, H Ding, S Hu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Sixth generation (6G)-enabled Internet of Things (IoT) needs sufficient spectrum resources
to provide spectrum access for massive IoT's terminals. However, traditional orthogonal …