VIASAT patent for ML-based RF apparatus tuning
Summary
VIASAT patent for ML-based RF apparatus tuning
Archived snapshot
Apr 2, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
MACHINE LEARNING BASED TUNING OF RADIO FREQUENCY APPARATUSES
Application US20260092958A1 Kind: A1 Apr 02, 2026
Assignee
VIASAT, INC.
Inventors
Bala Krishna JULURI, Andrew S. CHIKA, Justin M. HALLAS, Timothy M. BECK
Abstract
Methods, systems, and/or devices for tuning the configuration settings of one or more RF apparatuses are provided. Various embodiments described herein regard a system that includes a radio frequency apparatus configured to operate based on a plurality of possible configuration settings to generate an output signal that is characterized by a performance metric. The system can also include a tuner that employs a machine learning engine having a training stage and an inference stage. The inference stage can be configured to, based on a machine learning model, search the possible configuration settings for a target configuration setting that results in the performance metric meeting defined bounds of an optimization threshold value.
CPC Classifications
G01R 29/08 G06N 7/01 G06N 20/00
Filing Date
2025-12-08
Application No.
19411744
Related changes
Get daily alerts for ChangeBridge: Patent Apps - AI & Computing (G06N)
Daily digest delivered to your inbox.
Free. Unsubscribe anytime.
Source
About this page
Every important government, regulator, and court update from around the world. One place. Real-time. Free. Our mission
Source document text, dates, docket IDs, and authority are extracted directly from USPTO.
The plain-English summary, classification, and "what to do next" steps are AI-generated from the original text. Cite the source document, not the AI analysis.
Classification
Browse Categories
Get alerts for this source
We'll email you when ChangeBridge: Patent Apps - AI & Computing (G06N) publishes new changes.