Table 5 The TP rate of different methods in different activity areas
From: PCA-Kalman: device-free indoor human behavior detection with commodity Wi-Fi
Different methods | The TP rate of different methods in different activity areas | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
PCA-Kalman | 0.99 | 0.63 | 0.99 | 0.99 | 0.98 | 0.98 | 0.99 | 0.99 | 0.98 | 0.99 |
PCA | 0.99 | 0.31 | 0.99 | 0.98 | 0.99 | 0.98 | 0.93 | 0.99 | 0.99 | 0.96 |
FIMD | 0.45 | 0.18 | 0.91 | 0.40 | 0.36 | 0.99 | 0.40 | 0.40 | 0.87 | 0.28 |