Title:
PROTOCOLS AND SIGNALING FOR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODEL PERFORMANCE MONITORING
Document Type and Number:
WIPO Patent Application WO/2024/031605
Kind Code:
A1
Abstract:
Wireless communication devices, systems, and methods related to monitoring the performance of artificial intelligence (AI) and/or machine learning (ML) models, including associated protocols and signaling, are provided. For example, a method of wireless communication performed by a user equipment (UE) can include receiving a machine learning (ML) model monitoring configuration; evaluating one or more values associated with a prediction of a ML model to one or more measured values based at least in part on the ML model monitoring configuration; and transmitting, in response to detecting a failure of the ML model based on the evaluating, an indication of the failure of the ML model.
Inventors:
PEZESHKI HAMED (US)
BAI TIANYANG (US)
LI QIAOYU (US)
LUO TAO (US)
BAI TIANYANG (US)
LI QIAOYU (US)
LUO TAO (US)
Application Number:
PCT/CN2022/112010
Publication Date:
February 15, 2024
Filing Date:
August 12, 2022
Export Citation:
Assignee:
QUALCOMM INC (US)
PEZESHKI HAMED (US)
BAI TIANYANG (US)
LI QIAOYU (CN)
LUO TAO (US)
PEZESHKI HAMED (US)
BAI TIANYANG (US)
LI QIAOYU (CN)
LUO TAO (US)
International Classes:
H04W24/02; G06N20/00; H04W16/28
Domestic Patent References:
| WO2021211703A1 | 2021-10-21 |
Foreign References:
| US20200186227A1 | 2020-06-11 | |||
| CN112335281A | 2021-02-05 | |||
| US20190207672A1 | 2019-07-04 | |||
| US20210336682A1 | 2021-10-28 |
Other References:
CMCC (RAPPORTEUR): "Report of offline coordination of uses cases for RAN-centric DCU", 3GPP DRAFT; R3-190565_REPORT OF OFFLINE COORDINATION OF USES CASES FOR RAN-CENTRIC DCU, 3RD GENERATION PARTNERSHIP PROJECT (3GPP), MOBILE COMPETENCE CENTRE ; 650, ROUTE DES LUCIOLES ; F-06921 SOPHIA-ANTIPOLIS CEDEX ; FRANCE, vol. RAN WG3, no. Athens, Greece; 20190225 - 20190301, 16 February 2019 (2019-02-16), Mobile Competence Centre ; 650, route des Lucioles ; F-06921 Sophia-Antipolis Cedex ; France , XP051604503
Attorney, Agent or Firm:
NTD PATENT & TRADEMARK AGENCY LTD. (CN)
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