Research Article

Specific Emitter Identification Based on a Hybrid Deep Neural Network for ACARS Authentication

Table 2

Local feature learning network parameters.

Unit (number)Number/size/stride of kernelsOutput dimension

Input1024 ×2
Conv4/5 × 1/14 × 1024 ×2
RSU4/5 × 1/24 × 512 ×2
RSU (×3)4/5 × 1/14 × 512 ×2
RSU8/3 × 1/28 ×256 ×2
RSU (×3)8/3 × 1/18 ×256 ×2
RSU16/3 × 1/216 × 128 ×2
RSU (×3)16/3 × 1/116 × 128 ×2
GAP16