Device-Free Human Activity Recognition Based on Dual-Channel Transformer Using WiFi Signals

Figure 3

The preprocessing workflow of DARMS.

(a) Raw CSI data

(b) After low-pass filter

(c) Eliminating moving mean

(d) After PCA

(e) Temporal features of CSI

(f) Frequency features of CSI