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