Table 2.
Comparisons of the sensor responses and the network outputs.
γ | Sensor Response | ANN Model Outputs | ||||
---|---|---|---|---|---|---|
| ||||||
LM | SCG | BFGS | BR | CGP | ||
0.7328 | 0.84 | 0.83269 | 0.84053 | 0.84139 | 0.83967 | 0.84130 |
0.4288 | 0.88 | 0.86355 | 0.85874 | 0.87051 | 0.85924 | 0.86277 |
0.2035 | 0.90 | 0.89983 | 0.90008 | 0.89909 | 0.90004 | 0.90058 |
0.1290 | 0.92 | 0.92003 | 0.91987 | 0.91944 | 0.91996 | 0.92030 |
0.0653 | 0.94 | 0.93748 | 0.93000 | 0.92248 | 0.93843 | 0.93089 |
| ||||||
MSE | 0.04389 | 0.07333 | 0.05316 | 0.05762 | 0.05072 |