The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 30, 2026

Filed:

Aug. 29, 2022
Applicant:

Combain Mobile Ab, Lund, SE;

Inventors:

Björn Lindquist, Bjärred, SE;

Karl Åström, Lund, SE;

Christoffer Kjellson, Lund, SE;

Assignee:

Combain Mobile AB, Lund, SE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 4/33 (2018.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); H04W 4/029 (2018.01);
U.S. Cl.
CPC ...
H04W 4/33 (2018.02); G06F 18/214 (2023.01); G06N 20/00 (2019.01); H04W 4/029 (2018.02);
Abstract

A method for creating a model for positioning includes receiving a training dataset including samples of an estimation labeled type. Each sample of the estimation labeled type being associated with a measurement position. Each sample of the estimation labeled type includes sensor data measured at the measurement position associated with the sample. The sensor data being characteristic of the measurement position associated with the sample. Each sample includes an estimated measurement position being an estimate of the measurement position associated with the sample. Each sample includes an estimated accuracy being an estimate of an accuracy of the estimated measurement position. The method including training a machine learning model to convert sensor data to a position. The training is based on the samples of the estimation labeled type in the training dataset, whereby the model for positioning is created.


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