研究文章
多脉冲雷达信号识别的方法通过HRF-Net深度学习模型
|
| 信噪比(dB) |
ResNet152 |
SENet152 |
SKNet152 |
VGG13 |
VGG16 |
VGG19 |
HRF-Net157 |
|
| −14 |
95.082 |
95.253 |
95.535 |
89.268 |
90.366 |
90.851 |
97.500 |
| −12 |
96.374 |
96.862 |
97.134 |
91.423 |
93.514 |
93.735 |
98.056 |
| −10 |
97.746 |
98.254 |
98.481 |
93.526 |
94.316 |
95.242 |
98.611 |
| −8 |
98.356 |
98.426 |
98.768 |
95.628 |
96.211 |
97.522 |
99.167 |
| −6 |
99.161 |
99.287 |
99.442 |
98.254 |
98.856 |
99.082 |
99.583 |
| −4 |
One hundred. |
One hundred. |
One hundred. |
99.142 |
99.627 |
99.855 |
One hundred. |
| −2 |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
| 0 |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
| 2 |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
| 4 |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
One hundred. |
|
|
