Research Article
Wi-Exercise: An Indoor Human Movement Detection Method Based on Bidirectional LSTM Attention
Table 2
Comparison of recognition results of different models.
| | The model name | Recognition rate | | An empty classroom | Laboratory |
| | LSTM | 83.92% | 80.24% | | CNN | 85.33% | 82.35% | | DeepConvLSTM | 92.26% | 90.03% | | DeepConvGRU | 92.74% | 90.17% | | LSTM-CNN | 93.61% | 92.03% | | Wi-exercise | 95.37% | 93.48% |
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