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
… two IoT users via the help of multiple energy-limited relay nodes. To improve the performance
of far IoT user, … Toward real-time configurations in IoT networks, we design a deep learning

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
This study investigates a two-way relaying non-orthogonal multiple access (TWR-NOMA)
enabled Internet-of-Things (IoT) network, in which two NOMA users communicate via an IoT

Short-packet communications in wireless-powered cognitive IoT networks: Performance analysis and deep learning evaluation

CD Ho, TV Nguyen, T Huynh-The… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… Relying on analytical results, we develop a deep learning … Moreover, the developed
deep learning-based evaluation … Deploying cooperative relay for SPCs helps to extend the …

Deep-learning-assisted IoT-based RIS for cooperative communications

B Sagir, E Aydin, H Ilhan - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
evaluating the BER performance of a two-relay cooperative … , we realize a deep
learning-assisted RISbased cooperative … to be interconnected through an IoT network. The effect …

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
… Interestingly, the performance of the far-user is greatly improved, confirming the benefits of
deploying a cooperative relay for cognitive NOMA-based IoT networks. Additionally, the OP of …

IoT-inspired cooperative spectrum sharing with energy harvesting in UAV-assisted NOMA networks: Deep learning assessment

R Kumar, CK Singh, PK Upadhyay… - … Internet of Things …, 2023 - ieeexplore.ieee.org
… in IoT networks, which uses deep learning to learn the optimal distribution strategy. … cooperative
NOMA-based IoT network with RF EH, but it has not considered the dynamic CR network

Detecting IoT botnets based on the combination of cooperative game theory with deep and machine learning approaches

M Asadi - Journal of Ambient Intelligence and Humanized …, 2022 - Springer
… In this paper, cooperative game theory in combination with … support vector machine (SVM)—are
applied to detect IoT botnet … volume of network traffic among IoT devices, evaluating data …

[HTML][HTML] A novel deep learning-based cooperative communication channel model for wireless underground sensor networks

K Radhakrishnan, D Ramakrishnan, OI Khalaf… - Sensors, 2022 - mdpi.com
Deep Learning (DL)-based Cooperative communication channel model for Wireless
Underground Sensor Networks … From the assessment and evaluation of the literature surveys, it is …

[HTML][HTML] Implementing deep learning techniques in 5G IoT networks for 3D indoor positioning: DELTA (DeEp Learning-Based Co-operaTive Architecture)

B El Boudani, L Kanaris, A Kokkinis, M Kyriacou… - Sensors, 2020 - mdpi.com
… Performance Evaluation Results In this section, we explore, evaluate and critically analyse
the simulation results against famous industry methods such as SVM and KNN. However, …

Cooperative edge caching: A multi-agent deep learning based approach

Y Zhang, B Feng, W Quan, A Tian, K Sood, Y Lin… - IEEE …, 2020 - ieeexplore.ieee.org
… the cooperative caching mechanism in the IoT edge caching … edge caching network, by
leveraging deep learning algorithms. … in our research modified it and further re-evaluated it. The …