Research Article
Wi-Fi Fingerprint-Based Indoor Mobile User Localization Using Deep Learning
Table 2
Performance comparison of fingerprinting algorithms with RNN.
| Algorithm | Mean error (m) | Standard deviation (m) | Cumulative probability (%) | Within 1 m error | Within 2 m error | Within 3 m error |
| DNN-RNN | 1.97 | 1.12 | 19.3 | 56.2 | 84.1 | SAE-RNN | 1.97 | 1.44 | 25.8 | 60.5 | 82.6 | SSAE-RNN | 1.81 | 1.24 | 29.7 | 63.1 | 86.6 | SISAE-RNN | 1.60 | 1.06 | 33.4 | 70.2 | 89.7 |
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