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RC-Flow

This repository is the Python implementation of paper "Recursive Flow: A Generative Framework for MIMO Channel Estimation"

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Files in this repo

train_flow.py: The train code, used to train the flow backbone.

test_rcflow.py: The test function. Can be directly run to get the results.

loaders.py: This file contains the dataloader.

Paper.pdf: This file is the PDF file of the paper.

results: This directory cotains the pretrained models.

bin: This directory cotains the channel data.

Channel data

The channel data can be obtained from this repository: "score-based-channels"

Reference

Should you find this work beneficial, kindly grant it a star!

To follow our research, please consider citing:

Jiang Z, Zhu F, Huang C, et al. Recursive Flow: A Generative Framework for MIMO Channel Estimation. arXiv preprint arXiv:2601.15767, 2026.

@article{jiang2026recursive,
  title={Recursive Flow: A Generative Framework for MIMO Channel Estimation},
  author={Jiang, Zehua and Zhu, Fenghao and Huang, Chongwen and Jin, Richeng and Yang, Zhaohui and Chen, Xiaoming and Zhang, Zhaoyang and Debbah, M{\'e}rouane},
  journal={arXiv preprint arXiv:2601.15767},
  year={2026}
}

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This is the code implementation for the RC-Flow algorithm.

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