User data selection scheme to reduce database update errors for fingerprint localization

Abstract

We are investigating the fingerprint method using wireless LAN access points (APs) to estimate user location. We focused on database update as a way to prevent the loss of localization accuracy. Updating a database using user-measured data presents the issue of update errors. In this paper, we have proposed and verified this issues.