Invention Grant
- Patent Title: Method of training a test system for mobile network testing, test system as well as method of mobile testing
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Application No.: US17210916Application Date: 2021-03-24
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Publication No.: US12154022B2Publication Date: 2024-11-26
- Inventor: Alexandros Chaaraoui , Miguel Roman , Jack Johnson
- Applicant: Rohde & Schwarz GmbH & Co. KG
- Applicant Address: DE Munich
- Assignee: Rohde & Schwarz GmbH & Co. KG
- Current Assignee: Rohde & Schwarz GmbH & Co. KG
- Current Assignee Address: DE Munich
- Agency: CHRISTENSEN O'CONNOR JOHNSON KINDNESS PLLC
- Priority: EP20170617 20200421
- Main IPC: G06N3/047
- IPC: G06N3/047 ; G06N3/044 ; G06N3/084 ; H04W24/06

Abstract:
A method of training a test system, including: running a predefined set of test procedures on the testing device in order to obtain a temporal test metric; evaluating the temporal test metric via a machine learning model by a processing circuit; and training the machine learning model by the processing circuit to predict a temporal course of a test stability score based on the temporal test metric obtained, wherein the training of the machine learning model is based on the temporal test metric together with a known binary test result, and wherein the temporal course of the test stability score indicates the probability of a respective binary test result throughout the entire duration of a test. A test system and a method for mobile network testing are also described.
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