Research Article
Continuous Human Motion Recognition Based on FMCW Radar and Transformer
Table 4
Comparison of our method with other method.
| | Method | Accuracy/% |
| | Motion | a | b | c | d | e | | PCA_SVM | 85.5 | 85.7 | 76.2 | 77.1 | 87.3 | | DCNN | 98.1 | 97.6 | 92.1 | 95.4 | 98.9 | | 1D_CNN_LSTM | 96.8 | 97.3 | 92.3 | 91.9 | 97.1 | | TRDM | 95.0 | 95.2 | 87.0 | 86.1 | 95.9 | | Ours | 97.2 | 96.5 | 85.1 | 89.2 | 95.7 |
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