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Table 2 Validation Results of the ANN

From: Remotely-sensed TOA interpretation of synthetic UWB based on neural networks

Validation

Tb(ns)

Input of ANN (J)

Coefficient of Determination

Internal

Tb =1

[-9, -8, .., 15, 16]

1

External

Tb =1

[-8.5, -7.5, .. , 14.5, 15.5]

0.9774

Internal

Tb =4

[-4, -3, .. , 7, 8]

1

External

Tb =4

[-3.5, -2.5, .. , 6.5, 7.5]

0.9727