This is the dataset for the paper "Performance Evaluation of Fingerprint-Based Indoor Positioning Using RSSI in 802.11ah" presented at IPIN2024.
The correspondence between the datasets mentioned in the paper and the file names is as follows:
| Mention in Paper | File Name |
|---|---|
| Full dataset | files/full_dataset.csv |
| Small dataset | files/small_dataset.csv |
| Item Name | Description | Unit |
|---|---|---|
| index | Collection time (format: ISO 8601) | - |
| 11ac_ap**_rssi | RSSI, Receive the beacon frame sent from the installed AP with ID:** to the receiver of the measurer. | - |
| 11ah_receiver_**_rssi | RSSI, Receive the beacon frame sent from a measurer's 11ah AP to the installed 11ah receiver with ID:** | - |
| x | x-coorof the measured location | m |
| y | y-coordinate of the measured location | m |
| z | z-coordinate of the measured location | m |
| qw | Orientation at the time of measurement (quaternion qw) | - |
| qx | Orientation at the time of measurement (quaternion qx) | - |
| qy | Orientation at the time of measurement (quaternion qy) | - |
| qz | Orientation at the time of measurement (quaternion qz) | - |
| floor | Floor number within the building | - |
| measurement_point | ID to identify one measurement session. The same ID indicates the measurer continued walking. | - |
| room | ID to identify the room | |
| block_x | x-coordinate with 1m precision (truncated) | m |
| block_y | y-coordinate with 1m precision (truncated) | m |
| block_z | z-coordinate with 1m precision (truncated) | m |
- Information about which 11ah AP and 11ac AP were installed in proximity will be added later.