Skip to main content

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