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Table 5 Accuracy comparison for different locations with training set at respective location

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 72.53 70.67
CNN 83.67 82.17 82.80
MLP 90.27 89.67 90.27
Proposed 99.03 98.50 70.07