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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