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.
Patent No.:
Date of Patent:
Sep. 15, 2026
Filed:
Dec. 07, 2023
GM Global Technology Operations Llc, Detroit, MI (US);
Wenyuan Qi, Shanghai, CN;
GM GLOBAL TECHNOLOGY OPERATIONS LLC, Detroit, MI (US);
Abstract
A method for estimating signal to interference and noise ratio (SINR) in a wireless network environment is provided. The method may include collecting a plurality of wireless connection datasets about the wireless network environment. Each of the plurality of wireless connection datasets includes at least one measured environment parameter and a measured SINR. The method further may include generating a regression model based at least in part on the plurality of wireless connection datasets. The regression model is configured to determine an estimated SINR based on the at least one measured environment parameter. The method further may include training an SINR optimization machine learning algorithm to determine an optimized estimated SINR based at least in part on the estimated SINR.