표 5. | Table 5. 기계학습 모델로 도출한 최적 안테나의 구조와 성능 평가값 | Design parameters and evaluated Costs of ranked antenna models.
Rank | Sub-wire length (mm) | Bending angle (degree) | Evaluated Cost | Error (%) |
l1 | l2 | l3 | θ1 | θ2 | θ3 | Machine learning | NEC simulation |
1 | 15.2 | 26.0 | 24.5 | 90 | 46 | 17 | 0.5983 | 0.5990 | 0.11 |
2 | 15.2 | 27.6 | 22.9 | 90 | 46 | 10 | 0.5984 | 0.5994 | 0.16 |
3 | 15.2 | 19.8 | 30.7 | 82 | 60 | 17 | 0.5984 | 0.5979 | 0.08 |
4 | 15.2 | 27.6 | 22.9 | 90 | 46 | 17 | 0.5984 | 0.5987 | 0.05 |
5 | 15.2 | 24.5 | 26.0 | 90 | 46 | 17 | 0.5984 | 0.5991 | 0.11 |
6 | 15.2 | 21.4 | 29.1 | 90 | 53 | 17 | 0.5985 | 0.5984 | 0.01 |
7 | 15.2 | 18.3 | 32.2 | 82 | 60 | 17 | 0.5985 | 0.5984 | 0.01 |
8 | 15.2 | 22.9 | 27.6 | 90 | 46 | 17 | 0.5985 | 0.5997 | 0.20 |
9 | 15.2 | 19.8 | 30.7 | 90 | 53 | 17 | 0.5985 | 0.5989 | 0.06 |
10 | 15.2 | 29.1 | 21.4 | 90 | 46 | 10 | 0.5986 | 0.5991 | 0.08 |