Synthetic Sensor Array Training Sets for Neural Networks

Figure 10

Study case II: (a) the ANN ability to calculate the positions of random magnitude drops. (b) The performance of ANN for estimating the positions of random magnitude drops. was trained with 1,950 constant magnitude impulses collected from real experiments. was trained with 194,000 synthetic data records which were based on additional 72 real experiments.

(a)

(b)