Fault Identification and Analysis of Communication Network Based on Deep Learning

Table 2

Fault intelligent sensing performance comparison table.

Algorithm	Accuracy	Perceptual delay (ms)	Storage space	Cost	Perceived fault type	Network scale
DRL	0.95–0.99	0.30–0.40	Small	Low	Soft and hard faults	Complex network
AA	0.80–0.90	5.0–6.0	Small	Gao	Hard fault	Simple network
GA	Gao	Slow	Big	0	Soft and hard faults	Simple network
FA	Low	Quickly	Small	0	Hard fault	Simple network