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

# PatchAntennaeTestbed

tags: Signal Strength, Propagation Loss, Antenna Gain

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

**Dataset Description:**

The 'PatchAntennaeTestbed' dataset contains simulated data for microstrip patch antennas used in various communication scenarios. It focuses on evaluating performance metrics such as signal strength, propagation loss, and antenna gain. Each entry in the dataset is labeled based on the antenna's operational condition or characteristic being measured, ensuring a diverse range of data for machine learning model training and testing.

**CSV Content Preview:**

```
id,Timestamp,Frequency,Operating Environment,Signal Strength,Propagation Loss,Antenna Gain,Label
001,2023-01-15T08:30:00Z,2.4GHz,Indoor,-75dBm,3dB,5dBi,"Underperforming in Urban Area"
002,2023-01-15T08:45:00Z,2.4GHz,Outdoor,-65dBm,2.5dB,6dBi,"Optimal Performance"
003,2023-01-15T09:00:00Z,5GHz,Indoor,-80dBm,4dB,3dBi,"Sensitive to Environmental Noise"
004,2023-01-15T09:15:00Z,2.4GHz,Outdoor,-60dBm,1.8dB,7dBi,"Highly Efficient"
005,2023-01-15T09:30:00Z,5GHz,Indoor,-70dBm,3.5dB,4dBi,"Impacted by Obstructions"
```

In the 'PatchAntennaeTestbed' dataset, each row represents a measurement of a microstrip patch antenna under different conditions. The 'Label' column helps categorize the data to identify patterns or conditions affecting the antenna's performance. This could be used for supervised learning tasks, such as predicting antenna performance under specific environmental factors.

**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 ':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Microstrip+Patch+Antenna+&dataset=PatchAntennaeTestbed&tags=Signal+Strength,+Propagation+Loss,+Antenna+Gain
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
