MSPA_Antenna_Review

tags: Review, Design Optimization, Signal Processing

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

Dataset Description:

The 'MSPA_Antenna_Review' dataset contains qualitative and quantitative data pertaining to various Microstrip Patch Antenna (MSPA) designs. The data is gathered from peer-reviewed journals, conference papers, and patents. The focus is on the design parameters such as substrate materials, patch dimensions, feed position, and frequency bands, alongside review outcomes like bandwidth, efficiency, gain, and application suitability. The dataset is used for machine learning tasks aimed at automated design optimization and signal processing enhancements for MSPA.

CSV Content Preview:

Title,Author,Publication Year,Substrate Material,Patch Width (mm),Patch Height (mm),Feed Position,Frequency Band (GHz),Bandwidth (MHz),Efficiency (%),Gain (dBi),Application Suitability,Review Label
"Optimized MSPA for 5G Bands",Smith J.,2020,FR4,30,1.6,"Flexpoint",2.4,80,85,"10.2",High,"LTE",OptimizedDesign
"Enhancing MSPA Performance",Doe R.,2019,TMM,22,0.8,Center,3.5,120,90,"9.8",Medium,"ISM",EnhancedPerformance
"Flexible MSPA Designs",Johnson L.,2021,RT/Duroid 5880,25,1.2,"Off-center",5.2,60,75,"11.1",Low,"Wi-Fi",FlexibleDesign
"High-Gain MSPA Configurations",Wang Y.,2018,Teflon,28,1.4,Edge,2.8,100,88,"10.5",Medium,"NFC",HighGainDesign
"Bandwidth-Focused MSPA",Kumar A.,2022,PCB-0.78,20,1.0,Center,2.6,150,92,"12.0",High,"Satellite",BandwidthOptimized

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Microstrip Patch Antenna (MSPA) design parameters ':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Microstrip+Patch+Antenna+(MSPA)++design+parameters+&dataset=MSPA_Antenna_Review&tags=Review,+Design+Optimization,+Signal+Processing
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub