This file contains the instructions to download and setup the data of the StanWiFi Dataset, collected in:
S. Yousefi, H. Narui, S. Dayal, S. Ermon and S. Valaee, "A Survey on Behavior Recognition Using WiFi Channel State Information," in IEEE Communications Magazine, vol. 55, no. 10, pp. 98-104, Oct. 2017, doi: 10.1109/MCOM.2017.1700082.
Download the dataset from the link provided by the authors in their GitHub repository.
- Unzip the dataset into the root of this package.
- Download the scripts
cross_vali_data_convert_merge.py
andcross_vali_input_data.py
and place them into the root of this package. - Run
python cross_vali_data_convert_merge.py
- Use the function
csv_import
fromcross_vali_input_data.py
to load the dataset in01.1_stanwifi-evaluation.ipynb
.