CSI-dataset-for-indoor-localization

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CSI-dataset-for-indoor-localization

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Real-world datasets for indoor localization

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# CSI-dataset

Here are the channel state information (CSI) dataset which could be utilized for indoor localization. We collect them in two real world environments:

Area One: It is a 13.5×11m2 computer laboratory with tables, chairs and obstacles, which can be considered as a NLOS scenario. And there are 317 sampling locations.

Area Two: It is a 7×10m2 meeting room and almost empty, which can be considered as a LOS scenario. And there are 176 sampling locations.

We also upload the layout of two scenarios. And the file "coordinate 715" means position coordinate is [7, 15] as well as other files.

Area Three and Four are the new collection datasat for the conference room and the miniLab, respectively.

## Update
2023.11.24, I uploaded the imaginary part data of CSI in the lab and meeting room, you can find them in the corresponding folder.

## Reference
If you use this work for your research, you may want to cite

```
@article{zhu2021bls,
  title={{BLS-Location: A Wireless Fingerprint Localization Algorithm Based on Broad Learning}},
  author={Zhu, Xiaoqiang and Qiu, Tie and Qu, Wenyu and Zhou, Xiaobo and Atiquzzaman, Mohammed and Wu, Dapeng},
  journal={IEEE Transactions on Mobile Computing},
  volume={22},
  number={1},
  pages={115--128},
  year={2023}
}

@article{zhu2022intelligent,
  title={Intelligent Fingerprint-Based Localization Scheme Using CSI Images for Internet of Things},
  author={Zhu, Xiaoqiang and Qu, Wenyu and Zhou, Xiaobo and Zhao, Laiping and Ning, Zhaolong and Qiu, Tie},
  journal={IEEE Transactions on Network Science and Engineering},
  volume={9},
  number={4},
  pages={2378--2391},
  year={2022},
  publisher={IEEE}
}
```

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