Research Article

An F-Score-Weighted Indoor Positioning Algorithm Integrating WiFi and Magnetic Field Fingerprints

Table 2

Consolidated performances of the indoor positioning algorithms using single signal type.

MethodPrecision (%)
<3 m<6 m

Proposed algorithm91%97%
MLE WiFi84%92%
KNN WiFi75%84%
NB WiFi64%75%
MLE MF64%67%
KNN MF69%70%
NB MF66%67%