A Domain-Independent Generative Adversarial Network for Activity Recognition Using WiFi CSI Data.

As can be seen in Figure 18 a, the model test accuracy of gesture classification shows a decreasing trend when β is increased from 50 to 300, peaking at points β = 50 & β = 100 .

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It can be seen that increasing the margin α from 0.1 to 1 results in decreasing test accuracy, while, on the other hand, increasing α from 1 to 1.75 shows an increasing trend, peaking at 80%, when α = 1.75 .

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