Table 7.

Training parameters of the proposed 1D CNN.

Layer Type	Output Shape	Parameters
Conv1D	8996 × 32	192
Batch Normalization	8996 × 32	128
Conv1D	4494 × 32	5152
Conv1D	2243 × 64	10,304
Conv1D	1117 × 64	20,544
Conv1D	554 × 128	41,088
Conv1D	273 × 128	82,048
Conv1D	132 × 256	164,096
Conv1D	62 × 256	327,936
Conv1D	27 × 512	655,872
Conv1D	9 × 512	1,311,232
Dense	128	589,952
Dense	32	4128
Dense	4	132
Total number of network training parameters: 3,212,740