Datasets:
Update README.md
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README.md
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@@ -63,6 +63,76 @@ This project is designed for studying:
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- **TX antenna scale:** up to 32x32 UPA
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- **Beam settings:** 1 / 8 / 16 / 64 beams
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## Intended Usage
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This dataset is intended for:
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- evaluating physics-informed features such as beam maps
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- reproducing the results of the associated benchmark project
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## Download and Usage
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Download the released zip packages from the **Files and versions** tab.
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- **TX antenna scale:** up to 32x32 UPA
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- **Beam settings:** 1 / 8 / 16 / 64 beams
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## Visual Examples
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Representative examples from the released dataset are shown below.
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### Overview
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This figure shows an overall preview of the released data components, including the height map, ray-tracing radiomap, and configuration-only beam map.
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<p align="center">
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<img src="assets/dataset/homepage_teaser.png" width="88%">
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</p>
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### Radiomap Examples
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Representative ray-tracing radiomap examples from different scenes and configurations.
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<p align="center">
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<img src="assets/dataset/radiomaps_grid.png" width="88%">
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</p>
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### Height Map Examples
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Representative height map examples from the released urban scenes.
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<p align="center">
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<img src="assets/dataset/height_maps_grid.png" width="88%">
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</p>
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### Beam Map Examples
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Representative configuration-only beam map examples.
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<p align="center">
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<img src="assets/dataset/beam_maps_grid.png" width="88%">
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</p>
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### Paired Examples
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The following examples illustrate the correspondence among the released data components for selected scenes and transmitter configurations.
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#### Example 1
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<p align="center">
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<img src="assets/dataset/paired_examples/u9__freq_6.7GHz_64TR_8beams_pattern_tr38901__beam07.png" width="95%">
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</p>
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#### Example 2
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<p align="center">
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<img src="assets/dataset/paired_examples/u100__freq_6.7GHz_1024TR_64beams_pattern_tr38901__beam41.png" width="95%">
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</p>
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#### Example 3
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<p align="center">
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<img src="assets/dataset/paired_examples/u460__freq_6.7GHz_256TR_16beams_pattern_tr38901__beam00.png" width="95%">
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</p>
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#### Example 4
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<p align="center">
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<img src="assets/dataset/paired_examples/u100__freq_1.8GHz_16TR_1beams_pattern_tr38901__beam00.png" width="95%">
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</p>
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#### Example 5
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<p align="center">
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<img src="assets/dataset/paired_examples/u461__freq_6.7GHz_1024TR_64beams_pattern_tr38901__beam16.png" width="95%">
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</p>
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## Intended Usage
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This dataset is intended for:
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- evaluating physics-informed features such as beam maps
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- reproducing the results of the associated benchmark project
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## Download and Usage
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Download the released zip packages from the **Files and versions** tab.
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For code, preprocessing, training, evaluation, and benchmark usage, please refer to:
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- **GitHub:** https://github.com/Lxj321/MulticonfigRadiomapDataset
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- **Project Website:** https://lxj321.github.io/MulticonfigRadiomapDataset/
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## Repository Structure
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The released resources are organized around:
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- dataset files
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- pretrained model files
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- project documentation
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- benchmark code in the GitHub repository
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## Download and Usage
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Download the released zip packages from the **Files and versions** tab.
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