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
… Deploying cooperative relay for SPCs helps to extend the radio coverage and mitigate the …
, we evaluate the execution time of the BLER evaluation in Table I. The RMSE is evaluated by …

Federated learning with cooperating devices: A consensus approach for massive IoT networks

S Savazzi, M Nicoli, V Rampa - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… Finally, we provide a quantitative evaluation of the … the mutual cooperation of devices in
distributed wireless IoT networks … so that it can be tailored to arbitrarily large-scale networks. The …

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 …

Mobile collaborative secrecy performance prediction for artificial IoT networks

L Xu, X Zhou, X Li, RH Jhaveri… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… poses significant challenges facing AIoT networks. The fifth-… , and can be a key collaborative
technology for the AIoT networks [2]. … to evaluate the secrecy performance of the mobile AIoT …

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
… intrusion into the IoT infrastructure in the shortest time. In this paper, cooperative game theory
in … Also, given the high speed and volume of network traffic among IoT devices, evaluating

SurveilNet: A lightweight anomaly detection system for cooperative IoT surveillance networks

MO Osifeko, GP Hancke… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
… coordinating the review of this article and approving it for … solutions needed for a cooperative
surveillance system. To be … inadequacy of training data, we propose a cooperative network …

Collaborative learning-based network resource scheduling and route management for multi-mode green iot

Z Zhou, X Chen, H Liao, Z Gan, F Xiao… - … and Networking, 2022 - ieeexplore.ieee.org
… Considering the conflicts when multiple flows select the same server for data processing,
we develop a collaborative Qlearning-based backpressure-aware route selection algorithm. …

iRAF: A deep reinforcement learning approach for collaborative mobile edge computing IoT networks

J Chen, S Chen, Q Wang, B Cao… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
evaluate the performance of the proposed iRAF for the massive-connected and
computation-intensive-based IoT … circle area of 1000 m2 and a number of collaborative edge …