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The indoor positioning system (IPS) is a significant factor to develop many applications such as direction and navigation in large commercial centers, tracking valuable goods, or determining position of children or old people. With the rapid growth of Internet, Wi-Fi access points (APs) can be found almost everywhere. This widespread infrastructure offers the possibility to locate mobile devices in...