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
… in heterogeneous networks, eg, the problem of robust allocation and powercognitive
NOMA-based IoT-relay (C-NOMA-IoT) network to enhance the SE and improve the performance

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
… is rare to find works where EH and SPC techniques are incorporated in NOMA-based
wireless powered CR-NOMA IoT network, in which a secondary source communicates with two IoT

Performance analysis of cooperative NOMA with optimized power allocation using deep learning approach

MK Beuria, SS Singh - Wireless Networks, 2024 - Springer
… optimization methodology for NOMA based relay device to device communication. … This
paper presents a performance evaluation of the cooperative NOMA using a deep learning based …

Performance Analysis of Cognitive-Inspired Wireless Powered NOMA Systems With Joint Collaboration

TH Nguyen - IEEE Access, 2023 - ieeexplore.ieee.org
… This paper investigates the performance analysis of cognitive-inspired wireless-powered
non-orthogonal multiple access (NOMA) systems, where two collaborative schemes are jointly …

Performance analysis of wireless powered cooperative NOMA-based CDRT IoT networks

MT Nguyen, TH Vu, S Kim - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
… and analyze the outage performance of a wireless powered cooperative NOMA-based CDRT
IoT (CNOMA-CDRT-IoT) network under the effects of iSIC and IoT network interference. In …

Cooperative NOMA-enabled SWIPT IoT networks with imperfect SIC: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, S Kim - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… By analyzing the total energy consumption and optimizing the achieved SE, the results in
[21] also showed that the NOMA-based WPCN consumed more energy and had a lower SE …

Deep learning based power optimizing for NOMA based relay aided D2D transmissions

Z Ali, GAS Sidhu, F Gao, J Jiang… - … and Networking, 2021 - ieeexplore.ieee.org
Power allocation in relay networks has also been extensively investigated, eg, [8], [9]. The …
consider power optimization problem for NOMA based dual hop D2D transmission. A DF relay

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
It was shown that the proposed … (DF) relaying networks with two-secondary destination
users, and this was later extended to multi-secondary users in amplify-and-forward (AF) relaying

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
… A deep neural network (DNN) was designed in [8] to evaluate the performance of
underlay cognitive NOMAbased CDRT networks. On another front, a series of works have …

Power Beacon and NOMA-Assisted Cooperative IoT Networks With Co-Channel Interference: Performance Analysis and Deep Learning Evaluation

AT Le, DH Tran, CB Le, PT Tin… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
deep neural network (DNN) for regression and classification problems in the cognitive twoway
relaying network … [46] studied a secure NOMA-based bidirectional relay network with full-…