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:
Aug. 16, 2022

Filed:

Dec. 15, 2020
Applicant:

Caterpillar Inc., Peoria, IL (US);

Inventors:

Josiah Armel Hounyo, Farmers Branch, TX (US);

Vijay Krishna Yalamanchili, Champaign, IL (US);

Darin J. McCoy, Peoria, IL (US);

Tyler Jewell, Peoria, IL (US);

Assignee:

Caterpillar Inc., Peoria, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 43/50 (2022.01); G06F 17/18 (2006.01); H04L 43/08 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
H04L 43/50 (2013.01); G06F 17/18 (2013.01); H04L 43/08 (2013.01); G06N 20/00 (2019.01);
Abstract

The present disclosure is directed to systems and methods for virtualizing communications within a plurality of telematics channels operatively connected to a target machine. The method includes (i) generating a virtualized channel in addition to the plurality of telematics channels operatively connected to the target machine; (ii) predicting one or more values for the virtualized channel based on a mathematical function derived from a first set of telematics channels of a source machine; (iii) receiving measurements from the plurality of telematics channels from the target machine; and (iv) applying the mathematical function to the target machine based upon the one or more predicted values of the virtualized channel and the received measurements from the plurality of telematics channels from the target machine.


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