METHOD FOR MAPPING WI-FI FINGERPRINTS BY MEANS OF BLIND COLLECTION OF RSS MEASUREMENTS

Patent №

US 9,515,752

Granted

2016-12-06

Filed 2014

Owner

POLE STAR

Lab

AI components

2

ml · vision

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14377835

This invention relates to a method for mapping Wi-Fi fingerprints in a given geographical area. A user, provided with a receiver, sequentially collects Wi-Fi signal strength measurements by moving along the path thereof, with each measurement being constituted by a vector of RSS levels received from the various Wi-Fi access points. A graph that is representative of the path is determined from the sequence of measurements. Thanks to a geometric model of the area, a topographical characterization of the path is carried out on the basis of the previously obtained graph. The positions of the various measurements of the sequence are provided by the topographical characterization and stored with said measurements in a database.

Machine learningVisionH04W 64/003G01S 5/02525H04L 43/045H04W 64/00H04W 84/12

AI classification

Machine learning0.55
Vision0.54
Planning0.42
Knowledge representation0.08
AI hardware0.00
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

POLE STAR

assignment · 334990750

Assignors

GODEFROY, BAPTISTE, ETIENNE, NICOLAS, PROST, JEAN-BAPTISTE, LADERRIERE, CYRIL

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

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