Table 3.
Features of the selected datasets. The columns report the amount of fingerprints, the number of Access Points (APs), the size of the area where fingerprints where collected, and the number of fingerprints per reference (or measurement) point.
| Dataset | # Fingerprints | # APs | Area | f/r.p. |
|---|---|---|---|---|
| Sigfox [19,39] | 14,378 | 84 | ∼53 km | 1 |
| LoRaWAN v1.3 [19,39] | 130,430 | 72 | ∼53 km | 1 |
| LoRaWAN v1.3 reduced [12,19,39,40] | 55,375 | 72 | ∼53 km | 1 |
| DSI [26] (radio map, traj.) | (1369, 348) | 157 | 100 m × 18 m | (6, 1) |
| DSI reduced (radio map, traj.) | (230, 348) | 157 | 100 m × 18 m | (1, 1) |
| MAN [24,25] | 14,300 | 28 | 15 m × 36 m | 110 |
| MAN reduced | 166 | 28 | 15 m × 36 m | 1 |