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Table 3 Accuracy comparison for different sample rates

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

  1 Msps (%) 2 Msps (%) 5 Msps (%) 10 Msps (%)
SVM 49.40 58.87 70.07 79.87
CNN 55.27 65.07 82.87 94.80
MLP 56.53 66.33 90.53 96.53
Proposed 52.13 70.03 98.83 99.67