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Applications of machine learning and deep learning in antenna design, optimization, and selection: a review
This review paper provides an overview of the latest developments in artificial intelligence
(AI)-based antenna design and optimization for wireless communications. Machine learning …
(AI)-based antenna design and optimization for wireless communications. Machine learning …
A deep learning method for empirical spectral prediction and inverse design of all-optical nonlinear plasmonic ring resonator switches
All-optical plasmonic switches (AOPSs) utilizing surface plasmon polaritons are well-suited
for integration into photonic integrated circuits (PICs) and play a crucial role in advancing all …
for integration into photonic integrated circuits (PICs) and play a crucial role in advancing all …
[HTML][HTML] A unique SWB multi-slotted four-port highly isolated MIMO antenna loaded with metasurface for IOT applications-based machine learning verification
This study introduces a MIMO antenna system incorporating an epsilon negative Meta
Surface (MS). The system's architects intended for it to have a large usable frequency range …
Surface (MS). The system's architects intended for it to have a large usable frequency range …
[HTML][HTML] Machine learning-based technique for directivity prediction of a compact and highly efficient 4-port MIMO antenna for 5G millimeter wave applications
Abstract Miniaturized Millimeter Wave (mm-wave) MIMO antenna arrays with an observed
10-dB impedance broad bandwidth of 3.7 GHz (25.785–29.485) are the focus of this study's …
10-dB impedance broad bandwidth of 3.7 GHz (25.785–29.485) are the focus of this study's …
[HTML][HTML] Broadband high gain performance MIMO antenna array for 5 G mm-wave applications-based gain prediction using machine learning approach
This paper presents the findings about implementing a machine learning (ML) technique to
optimize the performance of 5 G mm wave applications utilizing multiple-input multiple …
optimize the performance of 5 G mm wave applications utilizing multiple-input multiple …
[HTML][HTML] Performance improvement of THz MIMO antenna with graphene and prediction bandwidth through machine learning analysis for 6G application
This article provides the findings of a study that integrated simulation, an RLC equivalent
circuit, and machine learning (ML) techniques to improve wireless indoor communications …
circuit, and machine learning (ML) techniques to improve wireless indoor communications …
Machine learning technique based highly efficient slotted 4-port MIMO antenna using decoupling structure for sub-THz and THz 6G band applications
This article presents the results of our investigation into a machine learning (ML) method for
6G MIMO antenna performance improvement in the THz band. Regarding the lowest …
6G MIMO antenna performance improvement in the THz band. Regarding the lowest …
[HTML][HTML] Regression supervised model techniques THz MIMO antenna for 6G wireless communication and IoT application with isolation prediction
This article presents unique research on the application of machine learning techniques to
enhance the efficiency of antennas for wireless communication and Internet of Things (IoT) …
enhance the efficiency of antennas for wireless communication and Internet of Things (IoT) …
Machine learning-based approach for bandwidth and frequency prediction for N77 band 5G antenna
Yagi antennas are useful for wireless communications because of the directional gain they
provide, allowing the antenna to concentrate the signal in either the transmission or …
provide, allowing the antenna to concentrate the signal in either the transmission or …
[HTML][HTML] Miniaturized tri-band integrated microwave and millimeter-wave MIMO antenna loaded with metamaterial for 5G IoT applications
This study presents a revolutionary tri-band combined microwave (MW) and millimeter wave
(MMW) multiple-input-multiple-output (MIMO) antenna. The antenna is built on a Rogers RT …
(MMW) multiple-input-multiple-output (MIMO) antenna. The antenna is built on a Rogers RT …