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francescamen committed Feb 17, 2023
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# SHARPax

Algorithms for human activity recognition with a commercial IEEE 802.11ax router @ 5 GHz, 80 MHz of bandwidth.

This repository contains the reference code for the article [''Towards Integrated Sensing and Communications in IEEE 802.11bf Wi-Fi Networks''](https://arxiv.org/abs/2212.13930). The algorithms are an adaptation to the case of 802.11ax devices of the original [''SHARP algorithm''](https://ieeexplore.ieee.org/document/9804861).

If you find the project useful and you use this code, please cite our articles:
```
@misc{meneghello2023toward,
author = {Meneghello, Francesca and Chen, Cheng and Cordeiro, Carlos and Restuccia, Francesco},
title = {{Towards Integrated Sensing and Communications in IEEE 802.11bf Wi-Fi Networks}},
year = {2022}
}
```

```
@article{meneghello2022sharp,
author={Meneghello, Francesca and Garlisi, Domenico and Dal Fabbro, Nicol\o' and Tinnirello, Ilenia and Rossi, Michele},
journal={IEEE Transactions on Mobile Computing},
title={{SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points}},
year={2022},
volume={},
number={},
pages={1-16}
}
```

## NOTE: The article [meneghello2023toward] is currently under peer review. The code and the dataset will be available after the article pubblication.

The dataset that will be made available contains Wi-Fi channel frequency response (CFR) data collected in an IEEE 802.11ax network through [AX CSI](https://ans.unibs.it/projects/ax-csi/).
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