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- HUGGING FACE DATASET CARD (README.MD)
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-
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  ---
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  language: en
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  license: cc-by-4.0
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  size_categories: 100K-1M
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- task_categories: feature-extraction
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- tags: rf-engineering, antenna-arrays, electromagnetic-simulation, mobisys-2026
 
 
 
 
 
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  pretty_name: DeformRF Antenna EM Dataset
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  ---
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- To use the dataset, download the .zip file, extract and you will see the dataset as following breakdown, for example, the yagi antenna dataset is :
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-
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- DEFORMRF-YAGI DATASET - BREAKDOWN
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- The DeformRF-Yagi dataset provides a large-scale mapping of 6-element Yagi antenna geometries, deformed via Bezier curves, to their electromagnetic characteristics.
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- DATASET OVERVIEW
 
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- Antenna Type: 6-Element Yagi Antenna
 
 
 
 
 
 
 
 
 
 
 
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- Frequency Coverage: 150 MHz – 850 MHz (100 MHz intervals)
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- Frequencies: 150, 250, 350, 450, 550, 650, 750, 850 MHz
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- TECHNICAL DETAILS
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- Configuration: 6-element Yagi using Bezier curves; 2.004mm dipole width (18 gauge copper); element spacing of 0.15 lambda.
 
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- Data per Entry: 3D radiation patterns (realized gain), S-parameters (200 frequency points), E-field components (vertical/horizontal polarization), H-field data, and polarization data.
 
 
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- Geometry: 6 Bezier curves (50 points per curve) with corresponding element translation vectors.
 
 
 
 
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- File Formats: Metadata in .txt; all EM and geometry data in MATLAB .mat format.
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-
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- FOLDER STRUCTURE
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  DeformRF-yagi/
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  ├── DATASET_SUMMARY.txt
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  ├── STRUCTURE.txt
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  └── {frequency_Hz}/ (e.g., 150000000 to 850000000)
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- └── 0_002004/ (Dipole width: 2.004mm)
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- ├── ant_pattern/ (PAT.mat)
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- ├── ant_vis/ (Visualization files)
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- ├── ant_sparam/ (sparamparams.mat)
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- ├── e_v_fields/ (ev.mat)
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- ├── e_h_fields/ (eh.mat)
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- ├── e_pol_fields/ (polarization.mat)
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- ├── data_curves/ (generated_curves_yagi_*.mat)
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- ├── metadata.txt (Curve metadata)
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- └── translation_data.mat (Element positioning vectors)
 
 
 
 
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  ---
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  language: en
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  license: cc-by-4.0
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  size_categories: 100K-1M
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+ task_categories:
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+ - feature-extraction
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+ tags:
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+ - rf-engineering
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+ - antenna-arrays
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+ - electromagnetic-simulation
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+ - mobisys-2026
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  pretty_name: DeformRF Antenna EM Dataset
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  ---
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+ ## Citation
 
 
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+ If you use this dataset in your research, please cite our MobiSys 2026 paper:
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+ **Standard Format:**
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+ Xingda Chen, Mohammad Rastikerdar, Ankur Aditya, and Deepak Ganesan. 2026. **DeformRF: Data-driven Beamforming and Direction Finding with Deformable Antenna Arrays**. In *Proceedings of the 24th International Conference on Mobile Systems, Applications, and Services (MobiSys '26)*.
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+ **BibTeX:**
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+ ```bibtex
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+ @inproceedings{chen2026deformrf,
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+ author = {Chen, Xingda and Rastikerdar, Mohammad and Aditya, Ankur and Ganesan, Deepak},
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+ title = {DeformRF: Data-driven Beamforming and Direction Finding with Deformable Antenna Arrays},
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+ booktitle = {Proceedings of the 24th International Conference on Mobile Systems, Applications, and Services},
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+ series = {MobiSys '26},
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+ year = {2026},
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+ publisher = {ACM},
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+ address = {Cambridge, UK},
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+ doi = {}
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+ }
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+ # DeformRF Antenna EM Dataset
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+ This artifact contains the comprehensive synthetic electromagnetic (EM) dataset used to train the **DeformRF** physics-inspired ML models. It provides a large-scale mapping of antenna geometries to their EM characteristics, specifically focusing on flexible substrates deformed via Bezier curves.
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+ ## Dataset Overview
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+ The **DeformRF-Yagi** dataset provides a mapping of 6-element Yagi antenna geometries, deformed via Bezier curves, to their electromagnetic characteristics across multiple frequency bands.
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+ * **Antenna Type:** 6-Element Yagi Antenna
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+ * **Frequency Coverage:** 150 MHz – 850 MHz (100 MHz intervals)
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+ * **Frequencies:** 150, 250, 350, 450, 550, 650, 750, 850 MHz
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+ ## Technical Details
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+ * **Configuration:** 6-element Yagi using Bezier curves; 2.004mm dipole width (18 gauge copper); element spacing of 0.15 $\lambda$.
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+ * **Data per Entry:** 3D radiation patterns (realized gain), S-parameters (200 frequency points), E-field components (vertical/horizontal polarization), H-field data, and polarization data.
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+ * **Geometry:** Multiple Bezier curves representing complex structural deformations with corresponding element translation vectors.
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+ * **File Formats:** Metadata in `.txt`; all EM and geometry data in MATLAB `.mat` format.
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+ ## Folder Structure
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+ To use the dataset, download and extract the repository files. The structure is organized by frequency and dipole width:
 
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+ ```text
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  DeformRF-yagi/
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  ├── DATASET_SUMMARY.txt
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  ├── STRUCTURE.txt
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  └── {frequency_Hz}/ (e.g., 150000000 to 850000000)
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+ └── 0_002004/ (Dipole width: 2.004mm)
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+ ├── ant_pattern/ (PAT.mat)
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+ ├── ant_vis/ (Visualization files)
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+ ├── ant_sparam/ (sparamparams.mat)
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+ ├── e_v_fields/ (ev.mat)
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+ ├── e_h_fields/ (eh.mat)
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+ ├── e_pol_fields/ (polarization.mat)
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+ ├── data_curves/ (generated_curves_yagi_*.mat)
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+ ├── metadata.txt (Curve metadata)
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+ └── translation_data.mat (Element positioning vectors)
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+