LOCALIZATION OF WIRELESS EQUIPMENT BASED ON NETWORK USAGE DATA

Abstract: a method includes receiving first data indicative of network usage of multiple users of a wireless network and receiving second data indicative of one or more locations of a set of wireless cells. the first data includes information representing sequences of wireless cells that are connected to by user devices of the multiple users. the method also includes identifying, using one or more machine learning models, a portion of the one or more locations that are likely to be incorrect based on the first data and the second data. the method also includes generating estimates of a revised location for each wireless cell corresponding to the identified portion of the one or more locations that are likely to be incorrect, wherein the estimates are generated by one or more additional machine learning models. the method also includes updating the second data to include the generated estimates.

Inventor(s): Dmitry Dimov, Mikhail Leonidovich Arbuzov, Sisong Bei

CPC Classification: H04W24/02 (Arrangements for optimising operational condition)

Search for rejections for patent application number 20250220456