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RPM: synthetic aperture and probability mapping for mmWave radar

Prepare environment using uv

uv sync

Download Dataset

Download traces from google drive into data/rpm using gdown. The dataset has 14 traces totaling ~1.1TB, so make sure you have enough disk space:

uv run gdown --folder https://drive.google.com/drive/folders/16VlVu-fHJ3t3CoSsfjtCBawzcBG7iJYH -O data/

To grab a single trace, open the folder in a browser and download that subfolder individually.

Run mapping

uv run map_sar.py --folder data/rpm/north_short --save-video --name test

You can find the result folder under exps/map_sar

example

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Millimeter Wave Radar: From Synthetic Aperture to Probabilistic Mapping

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