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Table 4 Accuracy comparison for different locations with training set at L1

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

  L1 (5m to USRP) (%) L2 (10m to USRP) (%) L3 (50m to USRP) (%)
SVM 71.20 20.13 19.73
CNN 83.67 21.73 20.80
MLP 90.27 23.20 24.47
Proposed 99.03 98.27 63.07