Table 2 Accuracy comparison for six terminals
From: Physical layer identification of LoRa devices using constellation trace figure
| Â | Dev 1 (%) | Dev 2 (%) | Dev 3 (%) | Dev 4 (%) | Dev 5 (%) | Dev 6 (%) |
|---|---|---|---|---|---|---|
SVM | 71.47 | 71.20 | 68.87 | 72.53 | 70.67 | 73.13 |
CNN | 86.6 | 82.56 | 83.07 | 83.67 | 82.56 | 82.87 |
MLP | 90.00 | 88.93 | 90.27 | 91.73 | 90.47 | 89.23 |
Proposed | 99.00 | 99.03 | 99.03 | 99.33 | 99.93 | 98.98 |