Apparatus and method for estimating location of user terminal based on deep learning

摘要

The present invention proposes a deep learning based user terminal position estimation apparatus and method for estimating a position of a user terminal having no GPS function or a GPS function not normally operating based on training information learned using deep learning. According to an aspect of the present invention, there is provided a device including: a first information generator configured to generate location information and first reference signal reception power of at least one first base station located in an operating area based on information on a radio signal in an operating area; A parameter obtaining unit obtaining a parameter including a weight and a bias obtained through machine learning based on the location information of the first user terminal; And a terminal location estimator configured to estimate a location of a second user terminal located in an operating area based on location information of the first base station, first reference signal reception power, and a parameter.