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:
Oct. 27, 2020

Filed:

Mar. 09, 2015
Applicant:

Hewlett Packard Enterprise Development Lp, Houston, TX (US);

Inventors:

Shuai Wang, Beijing, CN;

Xiaofeng Yu, Beijing, CN;

Jun Qing Xie, Beijing, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04W 24/00 (2009.01); H04W 64/00 (2009.01); G01S 5/02 (2010.01); H04B 17/318 (2015.01); H04W 36/00 (2009.01); H04W 8/00 (2009.01); H04W 8/02 (2009.01); H04W 16/18 (2009.01); H04W 24/10 (2009.01); H04W 48/16 (2009.01);
U.S. Cl.
CPC ...
H04W 64/003 (2013.01); G01S 5/0252 (2013.01); H04B 17/318 (2015.01); H04W 8/005 (2013.01); H04W 8/02 (2013.01); H04W 16/18 (2013.01); H04W 24/10 (2013.01); H04W 36/0088 (2013.01); H04W 36/00835 (2018.08); H04W 48/16 (2013.01);
Abstract

Examples relate to predicting available access points. In one example, a computing device may: obtain a set of training fingerprints, each training fingerprint specifying, for a client device, i) a set of access points, and ii) cellular signal strength measurements for each cellular tower in a set of cellular towers; generate a plurality of classes based on the set of training fingerprints, each class specifying at least one access point, the access points of each class corresponding to the set of access points specified by at least one training fingerprint, and each combination being different from combinations specified by each other class in the plurality of classes; and train a predictive model to receive, as input, an input fingerprint specifying a cellular signal strength measurement for each cellular tower in a set of input cellular towers and produce, as output, at least one of the plurality of classes.


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