Table 2 Overall performance
From: A novel CSI-based fingerprinting for localization with a single AP
Scenario | Performance metric | KNN | Bayes | SVM |
|---|---|---|---|---|
Laboratory | CEA | 0.933 | 0.918 | 0.942 |
MDE (m) | 0.64 | 1.20 | 0.60 | |
Meeting room | CEA | 0.956 | 0.93 | 0.97 |
MDE (m) | 0.58 | 0.83 | 0.45 |