Small Sample Fiber Full State Diagnosis Based on Fuzzy Clustering and Improved ResNet Network

Table 4

Time-domain feature extraction methods.

Algorithm	Computational formula
Absolute average
Mean square root
Standard error
Variance
Peak factor
The margin factor