PatchAntennaML

tags: AntennaDesign, MachineLearning, S11Parameter

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'PatchAntennaML' dataset is a curated collection of experimental measurements and corresponding metadata for a variety of patch antennas. Each entry includes the length, width, gain, and S11 (reflection coefficient) parameters which are critical for designing and analyzing antenna performance. The dataset aims to facilitate machine learning models in predicting antenna performance based on physical dimensions and material properties.

CSV Content Preview:

Title,Length (cm),Width (cm),Gain (dBi),S11 (dB),Label
"Antenna A","5","2.5","8.5","-10.2","Good Match"
"Antenna B","6","2.8","9.0","-15.4","Better Match"
"Antenna C","5.5","2.7","8.0","-12.3","Adequate Match"
"Antenna D","7","3.1","7.5","-18.0","Excellent Match"
"Antenna E","6.5","3.0","9.5","-11.1","Good Match"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'patch antenna length width gain s11 directivity':

• Dataset Generation Page: https://huggingface.co./spaces/infinite-dataset-hub/infinite-dataset-hub?q=patch+antenna+length+width++gain+s11+directivity&dataset=PatchAntennaML&tags=AntennaDesign,+MachineLearning,+S11Parameter
• Model: https://huggingface.co./microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co./datasets?other=infinite-dataset-hub