infinite-dataset-hub/MSPatchOptimization

---
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

---
许可协议：MIT
标签：
- infinite-dataset-hub
- synthetic
---

# MSPatchOptimization

tags: 优化、天线、5G

注：本数据集由AI生成，其内容可能存在不准确或错误之处

**数据集描述**：

MSPatchOptimization数据集包含一系列经过整理的研究论文与文章，聚焦于专为5G应用设计的微带贴片天线（microstrip patch antennas）的优化技术及设计考量。数据涵盖多种参数，如基底材料、天线尺寸、频段、增益、效率及带宽。每条记录还包含研究中所用方法学的摘要、结果，以及关于5G通信系统微带贴片天线性能的具体改进或发现。本数据集旨在支持机器学习从业者开发预测模型，以优化快速发展的5G技术中的天线性能。

**CSV内容预览**：

标题,基底材料,天线尺寸（长、宽）,频段,增益（dBi）,效率（%）,带宽（MHz）,方法学,发现,标签
"基于三角槽（triangular slots）改进的5G微带贴片天线设计","FR4","20mm x10mm,30mm x15mm","3.5 GHz","12.5","92","120","采用三角槽修改贴片以增强带宽","在阻抗匹配更佳的情况下提升了增益与效率","OptimizedDesign"
"小型化5G微带天线的带宽增强","Al2O3","15mm x10mm,25mm x20mm","3.7 GHz","10.2","88","150","利用高介电常数基底与小型化天线结构","在未显著影响天线尺寸的情况下成功增强带宽","BandwidthEnhancement"
"具有高效辐射方向图的5G兼容小型MSPatch天线","ET-PPE","18mm x12mm,22mm x25mm","3.8 GHz","11.8","85","100","采用共形设计方法（conformal design approach）实现小型化","在改善阻抗带宽的同时保持了高效辐射方向图","Miniaturization"
"面向波束赋形（beam steering）的5G微带贴片天线优化","Rogers 5880","22mm x14mm,28mm x18mm","3.6 GHz","13.0","90","110","集成PIN二极管开关以实现波束赋形能力","增强了天线的波束赋形能力并可控制辐射方向图","BeamSteering"
"基于基底集成薄膜技术的5G宽带微带贴片天线","AlN","25mm x15mm,30mm x20mm","3.4 GHz","12.8","95","140","采用AlN基底实现宽带工作","在保持高增益与效率的同时扩展了带宽","Wideband"

**数据来源**：

本数据集通过[infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)及microsoft/Phi-3-mini-4k-instruct模型，使用查询词"Microstrip Patch Antenna for5G"生成：

- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Microstrip+Patch+Antenna+for+5G&dataset=MSPatchOptimization&tags=Optimization,+Antenna,+5G
- **模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub