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:
Feb. 03, 2026

Filed:

Aug. 08, 2023
Applicant:

Deere & Company, Moline, IL (US);

Inventors:

Noel W. Anderson, Fargo, ND (US);

Nathan R. Vandike, Geneseo, IL (US);

Federico Pardina-Malbran, Fort Collins, CO (US);

Bhanu Kiran Reddy Palla, Bettendorf, IL (US);

Assignee:

Deere & Company, Moline, IL (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
A01D 41/127 (2006.01); A01D 43/08 (2006.01); G05B 13/04 (2006.01); H04W 4/021 (2018.01);
U.S. Cl.
CPC ...
A01D 41/127 (2013.01); A01D 43/085 (2013.01); G05B 13/048 (2013.01); H04W 4/021 (2013.01);
Abstract

A priori georeferenced vegetative index data is obtained for a worksite, along with field data that is collected by a sensor on a work machine that is performing an operation at the worksite. A predictive model is generated, while the machine is performing the operation, based on the georeferenced vegetative index data and the field data. A model quality metric is generated for the predictive model and is used to determine whether the predictive model is a qualified predicative model. If so, a control system controls a subsystem of the work machine, using the qualified predictive model, and a position of the work machine, to perform the operation.


Find Patent Forward Citations

Anderson, Noel. (2026). Machine control using real-time model (U.S. Patent No. 12538868). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12538868

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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