DNNs as applied to electromagnetics, antennas, and propagation—A review
A review of the most recent advances in deep learning (DL) as applied to electromagnetics
(EM), antennas, and propagation is provided. It is aimed at giving the interested readers and …
(EM), antennas, and propagation is provided. It is aimed at giving the interested readers and …
EMI and IEMI impacts on the radio communication network of electrified railway systems: A critical review
Y Fan, L Zhang, K Li - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
The electrified railway system has been rapidly rolled out in many countries and regions in
the past decades, along with the transportation decarbonization agenda. The latest …
the past decades, along with the transportation decarbonization agenda. The latest …
An efficient time-domain electromagnetic algorithm based on LSTM neural network
F Wu, M Fan, W Liu, B Liang… - IEEE Antennas and …, 2021 - ieeexplore.ieee.org
Although neural networks have been applied in many fields since they were first introduced,
the feasibility of applying it to predict the solution of Maxwell's equations remains open. In …
the feasibility of applying it to predict the solution of Maxwell's equations remains open. In …
Hierarchical attention-based machine learning model for radiation prediction of WB-BGA package
Rapid increase in operating frequency of integrated chips and intricacy of electronic
packages outpaces the ability of conventional methods in coping with the growing …
packages outpaces the ability of conventional methods in coping with the growing …
[PDF][PDF] Data-driven predictive models for daily electricity consumption of academic buildings.
NT Hung - Aims Energy, 2020 - aimspress.com
Data-driven predictive models for daily electricity consumption of academic buildings Page 1
AIMS Energy, 8(5): 783–801. DOI: 10.3934/energy.2020.5.783 Received: 27 May 2020 …
AIMS Energy, 8(5): 783–801. DOI: 10.3934/energy.2020.5.783 Received: 27 May 2020 …
Artificial Neural Network Accelerator for Classification of In-Field Conducted Noise in Integrated Circuits' DC Power Lines
F Vargas, D Borba, JD Benfica… - 2023 IEEE 29th …, 2023 - ieeexplore.ieee.org
With the growing use of embedded systems in our daily lives and the increasing
electromagnetic noise level in the environment in which these systems are exposed, the …
electromagnetic noise level in the environment in which these systems are exposed, the …
Prediction of radiated emissions from a fuel cell power converter by measuring the common-mode current in the attached cable
Being able to predict radiated emissions before using an accredited laboratory can be both
time-effective and cost-effective. This study presents a model for predicting radiated …
time-effective and cost-effective. This study presents a model for predicting radiated …
Decision Algorithm Based on the Modified Bellman Equation to Deal With EMI-Induced Errors in Hamming-Based Communications
M Gonzalez-Atienza, D Vanoost… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This article presents a decision-making algorithm based on a modified version of the
Bellman equation to deal with electromagnetic interference errors in a communication …
Bellman equation to deal with electromagnetic interference errors in a communication …
Experimental prediction of the radiated emission and final measurement process optimization based on deep neural networks according to EN 55032
H Elias, N Perez, H Hirsch - 2022 International Symposium on …, 2022 - ieeexplore.ieee.org
Electromagnetic interference (EMI) is the presence of unwanted electromagnetic emission
which has the potential to cause disturbances in electronic and electronic devices …
which has the potential to cause disturbances in electronic and electronic devices …
Electromagnetic emission measurement prediction of buck-boost converter circuits using machine learning methods
FH Sakaci, SC Yener - Journal of Electromagnetic Waves and …, 2023 - Taylor & Francis
In this paper, a prediction system has been developed using machine learning techniques to
obtain the conduction emission levels ensure they remain below the limit values specified in …
obtain the conduction emission levels ensure they remain below the limit values specified in …