Title:
ML MODEL GENERALIZATION AND SPECIFICATION
Document Type and Number:
WIPO Patent Application WO/2024/041595
Kind Code:
A1
Abstract:
Certain aspects of the present disclosure provide techniques for determining applicability of machine learning (ML) models to a cell in wireless communications networks. An example method for wireless communications, performed at a User Equipment (UE) includes storing, for a first machine learning (ML) model, at least a first type of generalization characteristics supported by the first ML model; and determining applicability of the first ML model for a cell, based on the first type of generalization characteristics supported by the first ML model and deployment characteristics for the cell indicated by a network entity of the cell.
Inventors:
YERRAMALLI SRINIVAS (US)
YOO TAESANG (US)
HAO CHENXI (US)
PEZESHKI HAMED (US)
SUNDARARAJAN JAY KUMAR (US)
HIRZALLAH MOHAMMED ALI MOHAMMED (US)
YOO TAESANG (US)
HAO CHENXI (US)
PEZESHKI HAMED (US)
SUNDARARAJAN JAY KUMAR (US)
HIRZALLAH MOHAMMED ALI MOHAMMED (US)
Application Number:
PCT/CN2023/114592
Publication Date:
February 29, 2024
Filing Date:
August 24, 2023
Export Citation:
Assignee:
QUALCOMM INC (US)
YERRAMALLI SRINIVAS (US)
YOO TAESANG (US)
HAO CHENXI (CN)
PEZESHKI HAMED (US)
SUNDARARAJAN JAY KUMAR (US)
HIRZALLAH MOHAMMED ALI MOHAMMED (US)
YERRAMALLI SRINIVAS (US)
YOO TAESANG (US)
HAO CHENXI (CN)
PEZESHKI HAMED (US)
SUNDARARAJAN JAY KUMAR (US)
HIRZALLAH MOHAMMED ALI MOHAMMED (US)
International Classes:
H04L27/00; H04W24/02
Domestic Patent References:
| WO2022069061A1 | 2022-04-07 | |||
| WO2021242393A1 | 2021-12-02 |
Foreign References:
| CN114143799A | 2022-03-04 | |||
| US20190156246A1 | 2019-05-23 |
Other References:
"3rd Generation Partnership Project; Technical Specification Group Services and System Aspects; Study on enablers for network automation for the 5G System (5GS); Phase 2 (Release 17)", 3GPP STANDARD; TECHNICAL REPORT; 3GPP TR 23.700-91, 3RD GENERATION PARTNERSHIP PROJECT (3GPP), MOBILE COMPETENCE CENTRE ; 650, ROUTE DES LUCIOLES ; F-06921 SOPHIA-ANTIPOLIS CEDEX ; FRANCE, no. V2.0.0, 30 November 2020 (2020-11-30), Mobile Competence Centre ; 650, route des Lucioles ; F-06921 Sophia-Antipolis Cedex ; France , pages 1 - 378, XP051961724
Attorney, Agent or Firm:
NTD PATENT & TRADEMARK AGENCY LTD. (CN)
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