Wireless powered cognitive NOMA-based IoT relay networks: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, S Kim - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
cognitive NOMA-based IoT-relay (C-NOMA-IoT) network to … To tackle this challenge, we
design a deep learning framework … wireless-powered C-NOMA-IoT network, where cellular SNs …

Reconfigurable intelligent surface-aided cognitive NOMA networks: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, DB da Costa… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… Motivated by the promising combination of CR, NOMA and … , and EC of RIS-aided cognitive
NOMA networks as well as to … evaluation of downlink cognitive RIS-assisted NOMA systems …

State of the art, taxonomy, and open issues on cognitive radio networks with NOMA

F Zhou, Y Wu, YC Liang, Z Li, Y Wang… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
… , and review the state-of-the-art research efforts made in the domain of CRNs with NOMA.
Second, … techniques into CRNs, this article first provides a review of the state-of-theart research …

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
… -based hybrid spectrum access scheme for 6G-enabled cognitive IoT, and … network (DNN)
framework is designed for novel wireless powered cognitive NOMA-based IoT relay networks

Performance analysis and deep learning assessment of full-duplex overlay cognitive radio NOMA networks under non-ideal system imperfections

CK Singh, PK Upadhyay… - … and Networking, 2023 - ieeexplore.ieee.org
… of an overlay cognitive radio (OCR) coupled with non-orthogonal multiple access (NOMA) …
We further evaluate the system throughput and ergodic sum-rate (ESR) to assess the system…

Performance study of cognitive relay NOMA networks with dynamic power transmission

Z Yang, JA Hussein, P Xu, G Chen… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… with one pair primary user and one pair cognitive user share … downlink NOMA transmission
in cognitive relay networks, … scheme of cognitive relay NOMA networks are derived. Both …

Performance analysis and deep learning design of wireless powered cognitive NOMA IoT short-packet communications with imperfect CSI and SIC

TH Vu, TV Nguyen, TT Nguyen… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… In addition, the works of [29]–[33] only evaluated the performance of the NOMA systems …
may profess limitations on the ability of SPCs in NOMA networks. On the other hand, the works of …

Performance analysis and deep learning design of underlay cognitive NOMA-based CDRT networks with imperfect SIC and co-channel interference

TH Vu, TV Nguyen, DB da Costa… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… We evaluate the performance of the proposed DL approaches in terms of the RMSE and
run-time prediction. The RMSE is considered to determine the difference between the forecast …

Exploiting deep learning in the performance evaluation of EH-based coordinated direct and relay transmission system with cognitive NOMA

AK Shukla, K Yadav, PK Upadhyay… - IEEE Communications …, 2023 - ieeexplore.ieee.org
… approach through deep learning (DL) … cognitive NOMA scheme, wherein the primary network
consists of a source node S, a near-user D1 and a faruser D2, while the secondary network

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

A Kumar, K Kumar - … Communications and Networking, 2022 - ieeexplore.ieee.org
… Deep Learning (DL) schemes for signal detection and Power Allocation (PA) in NOMA-based
futuristic Cognitive Radio Networks (… evaluated for its dominance over existing approaches. …