Skip to main content

Advertisement

Table 2 Accuracy comparison for six terminals

From: Physical layer identification of LoRa devices using constellation trace figure

  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