WIRELESS COMMUNICATION NETWORK FOR ESTIMATING THE ACCURACY OF FINGERPRINTING POSITIONING ALGORITHMS

Patent №

US 9,369,986

Granted

2016-06-14

Filed 2015

Owner

TELEFONAKTIEBOLAGET L M ERICSSON (PUBL)

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14438190

Presented are methods and apparatus for generating an inaccuracy characteristic for a fingerprinting positioning algorithm calculation associated with a user equipment location. Fingerprinting positioning measurements are compared to high-accuracy positioning measurements and an error value is determined. The error values are accumulated and the inaccuracy characteristic is generated based on an inaccuracy calculation. For areas where insufficient data is available, an inaccuracy characteristic value can be interpolated or extrapolated from adjacent areas containing sufficient data.

Machine learningH04W 4/02H04W 64/003G01S 5/021G01S 5/02527H04W 4/029H04W 64/00

AI classification

Machine learning0.55
Planning0.29
Knowledge representation0.20
AI hardware0.04
Vision0.02
Evolutionary computation0.02
Natural language0.00
Speech0.00

Ownership

TELEFONAKTIEBOLAGET L M ERICSSON (PUBL)

assignment · 360970305

Assignors

SHU, EDISON, WIGREN, TORBJÖRN, YU, ARON, ZHANG, YANG

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

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