Invention Publication
- Patent Title: METHODS AND APPARATUSES FOR TESTING USER EQUIPMENT (UE) MACHINE LEARNING-ASSISTED RADIO RESOURCE MANAGEMENT (RRM) FUNCTIONALITIES
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Application No.: US18259132Application Date: 2021-03-02
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Publication No.: US20240056836A1Publication Date: 2024-02-15
- Inventor: István Zsolt KOVÁCS , Teemu Mikael VEIJALAINEN , Wolfgang ZIRWAS , Navin HATHIRAMANI , Hans Thomas HÖHNE
- Applicant: Nokia Technologies Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Technologies Oy
- Current Assignee: Nokia Technologies Oy
- Current Assignee Address: FI Espoo
- International Application: PCT/US2021/020368 2021.03.02
- Date entered country: 2023-06-23
- Main IPC: H04W24/02
- IPC: H04W24/02 ; H04W8/22 ; H04W24/06

Abstract:
Systems, methods, apparatuses, and computer program products for testing user equipment (UE) machine learning-assisted radio resource management (RRM) functionalities are provided. One method may include selecting a radio resource management (RRM) functionality to be tested for a user equipment (UE) having advertised machine learning (ML)-assistance capabilities, initializing a machine learning (ML)-assistance model in the user equipment based on the advertised machine learning (ML)-assistance capabilities, generating one or more input test signals and corresponding reference output test conditions depending on the machine learning (ML)-assistance radio resource management (RRM) functionality under test, and activating UE machine learning (ML)-assistance functionality and provisioning, to the user equipment, a test sequence with the generated input test signals and corresponding reference output conditions.
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