Cyber-Physical Security with RF Fingerprint Classification through Distance Measure Extensions of Generalized Relevance Learning Vector Quantization

Table 2

Classifier hyperparameter settings.

Classifier	Algorithm settings
	A	B	C	D	E
Cosine GRLVQI (proposed herein)	0.025	0.005	2.5	0.35	10
GRLVQI-SD optimized [28]	0.078	0.016	2.527	0.319	7
GRLVQI (baseline) [29]	0.025	0.005	2.5	0.35	10
MDA [29]	N/A	N/A	N/A	N/A	N/A