license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# MSPatchOptimization

tags: Optimization, Antenna, 5G

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'MSPatchOptimization' dataset contains a curated collection of research papers and articles that focus on the optimization techniques and design considerations for microstrip patch antennas specifically tailored for 5G applications. The data includes various parameters such as substrate material, antenna dimensions, frequency bands, gain, efficiency, and bandwidth. Each entry also contains a summary of the methodologies used in the research, results, and the specific improvements or findings regarding the performance of the microstrip patch antennas for 5G communication systems. The aim of this dataset is to support machine learning practitioners in developing predictive models for antenna performance optimization in the rapidly evolving 5G technology.

**CSV Content Preview:**

```
Title,Substrate Material,Antenna Dimension (Length,Width),Frequency Band,Gain (dBi),Efficiency (%),Bandwidth (MHz),Methodology,Findings,Label
"Enhanced 5G Microstrip Patch Antenna Design Using Triangular Slots","FR4","20mm x 10mm,30mm x 15mm","3.5 GHz","12.5","92","120","Employed triangular slot modifications on patch for bandwidth enhancement.","Increased the gain and efficiency with better impedance matching","OptimizedDesign"
"Bandwidth Enhancement in Miniaturized 5G Microstrip Antennas","Al2O3","15mm x 10mm,25mm x 20mm","3.7 GHz","10.2","88","150","Utilized high dielectric substrate with miniaturized antenna structure.","Successful bandwidth enhancement without significantly affecting antenna size.","BandwidthEnhancement"
"5G Compatible Miniature MSPatch Antenna with Efficient Radiation Pattern","ET-PPE","18mm x 12mm,22mm x 25mm","3.8 GHz","11.8","85","100","Adapted conformal design approach for miniaturization.","Maintained efficient radiation patterns with improved impedance bandwidth.","Miniaturization"
"Optimization of 5G Microstrip Patch Antenna for Beam Steering","Rogers 5880","22mm x 14mm,28mm x 18mm","3.6 GHz","13.0","90","110","Incorporated PIN diode switches for beam steering capabilities.","Enhanced antenna's beam-steering ability with controlled radiation pattern","BeamSteering"
"5G Wideband Microstrip Patch Antenna with Substrate Integrated Thin-Film Technology","AlN","25mm x 15mm,30mm x 20mm","3.4 GHz","12.8","95","140","Implemented AlN substrate for wideband operation.","Extended bandwidth while maintaining high gain and efficiency","Wideband"
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'Microstrip Patch Antenna for 5G':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Microstrip+Patch+Antenna+for+5G&dataset=MSPatchOptimization&tags=Optimization,+Antenna,+5G
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
