APPARATUS AND METHOD FOR MEASURING LOCATION OF USER EQUIPMENT LOCATED INDOORS IN WIRELESS NETWORK

Patent №

US 9,720,069

Granted

2017-08-01

Filed 2013

Owner

LG ELECTRONICS INC.

+1 more

Lab

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14050809

A method of measuring a location of a user equipment (UE) located indoors in a wireless network includes receiving signals from a plurality of access points (APs), performing training for machine learning using the received signals or information acquired from the received signals, setting a weight vector to be applied to a relevance vector machine (RVM) method using data subjected to the training for machine learning, and applying RVM regression to the set weight vector and measured strengths of the received signals and determining whether the signals received from the plurality of APs are line of sight (LOS) signals or non line of sight (NLOS) signals.

Machine learningKnowledge representationAI hardwareG01S 5/0027G01S 5/0252G01S 5/0263G01S 5/0273

AI classification

Machine learning1.00
AI hardware0.99
Knowledge representation0.98
Vision0.43
Planning0.21
Natural language0.14
Evolutionary computation0.00
Speech0.00

Ownership

LG ELECTRONICS INC.

assignment · 315310777

UNIVERSITY-INDUSTRY COOPERATION GROUP OF KYUNGHEE UNIVERSITY

assignment · 315310777

Assignors

LIM, DONGGUK, SHIN, HYUNDONG, JEONG, YOUNGMIN, CHO, HANGYU

On an employer assignment, the assignors are typically the inventors.

From the same owner

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