← USPTO Patent Grants

Machine learning for management of positioning techniques and radio frequency usage

Grant US12596954B2 Kind: B2 Apr 07, 2026

Assignee

Cisco Technology, Inc.

Inventors

Gino M. Corleto, Robert E. Barton, Jerome Henry, Malcolm M. Smith

Abstract

Techniques for improved networking are provided. An indication that a mobile device is in a first region of a physical space is received, and one or more current exogenous factors are determined for the physical space. Positioning technique accuracy is predicted for each respective positioning technique of a plurality of positioning techniques by processing the indication of the first region and the one or more current exogenous factors using a machine learning model. A first positioning technique of the plurality of positioning techniques is selected based on the predicted positioning technique accuracies.

CPC Classifications

G06N 20/00

Filing Date

2022-05-27

Application No.

17804513

Claims

20