Invention Grant
- Patent Title: System and method for radio frequency fingerprinting
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Application No.: US17838383Application Date: 2022-06-13
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Publication No.: US12003289B2Publication Date: 2024-06-04
- Inventor: Noam Janco , Nuriel Rogel
- Applicant: LEVL PARENT, LLC
- Applicant Address: US DE Wilmington
- Assignee: LEVL PARENT, LLC
- Current Assignee: LEVL PARENT, LLC
- Current Assignee Address: US DE Wilmington
- Agency: The Roy Gross Law Firm, LLC
- Agent Roy Gross
- Main IPC: H04B7/0456
- IPC: H04B7/0456 ; H04B7/0417

Abstract:
A computer-implemented method comprising: monitoring transmissions representing estimation of a wireless channel, between at least one wireless access point (AP) and a plurality of wireless stations (STAs); at a training stage, training a machine learning model on a training dataset comprising: (i) a plurality dataframes of a standard beamforming protocol associated with at least some of the monitored transmissions, and (ii) labels indicating an association between the dataframes and the STAs; and at an inference stage, applying the trained machine learning model to a target transmission representing estimation of a wireless channel, to predict whether the target transmission was transmitted from one of the STAs.
Public/Granted literature
- US20220399920A1 SYSTEM AND METHOD FOR RADIO FREQUENCY FINGERPRINTING Public/Granted day:2022-12-15
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