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Datasets:
issai
/
WiFine

Modalities:
Tabular
Formats:
csv
Size:
10K - 100K
Tags:
wifi
localization
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
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127.120672
11.837558
21.864424
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WiFine

Paper: Finer-level Sequential WiFi-based Indoor Localization

GitHub: https://github.com/IS2AI/WiFine

Description: A finer-level sequential dataset of WiFi received signal strengths (RSS). The dataset contains 290 trajectories collected across 3 floors of C4 building of Nazarbayev University. The RSS values with corresponding position coordinates (x,y,z) are recorded around every 5 seconds.

#Buildings #Floors #Wireless access points (WAP) Area (m2)
1 3 436 9,564
Sets #Trajectories #Reference points (RP) #Samples Total length (m) Total duration (s)
Train 120 18,975 18,975 ≈31,814 112,321
Validation 85 3,034 3,034 ≈4,789 17,280
Test 85 3,781 3,781 ≈6,162 22,116
Total 290 25,790 25,790 ≈42,765 151,717

Citation:

@inproceedings{khassanov2021finer,
  title={Finer-level Sequential WiFi-based Indoor Localization},
  author={Khassanov, Yerbolat and Nurpeiissov, Mukhamet and Sarkytbayev, Azamat and Kuzdeuov, Askat and Varol, Huseyin Atakan},
  booktitle={2021 IEEE/SICE International Symposium on System Integration (SII)},
  pages={163--169},
  year={2021},
  organization={IEEE}
}
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