WiFi Based Distance Estimation Using Supervised Machine Learning. (arXiv:2208.07190v1 [cs.LG])

In recent years WiFi became the primary source of information to locate a
person or device indoor. Collecting RSSI values as reference measurements with
known positions, known as WiFi fingerprinting, is commonly used in various
positioning methods and algorithms that appear in literature. However,
measuring the spatial distance between given set of WiFi fingerprints is
heavily affected by the selection of the signal distance function used to model
signal space as geospatial distance. In this study, the authors proposed
utilization …

arxiv learning lg machine machine learning supervised machine learning