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METHODS AND APPARATUSES FOR POSITIONING CONFIGURATION MANAGEMENT FOR ML TRAINING AND INFERENCE

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METHODS AND APPARATUSES FOR POSITIONING CONFIGURATION MANAGEMENT FOR ML TRAINING AND INFERENCE

PCT NATIONAL PHASE APPLICATION

Published

date

Filed on 26 November 2024

Abstract

Aspects presented herein may improve the efficiency and accuracy for machine learning (ML), training and inference, where entities associated with the ML, training/inference may be able to identify whether same/similar sets of configurations are used both in the ML training and the ML inference. In one aspect, a UE receives a configuration for a set of positioning measurements from a network entity, where the configuration includes at least one configuration ID associated with an ML data collection or an ML inference for a set of reference signals (RSs). The UE performs the set of positioning measurements based on the configuration and the set of RSs. The UE stores at least one parameter for the ML data collection or load a first neural network (NN) based on the at least one configuration ID.

Patent Information

Application ID202447092185
Invention FieldCOMMUNICATION
Date of Application26/11/2024
Publication Number48/2024

Inventors

NameAddressCountryNationality
YERRAMALLI, Srinivas5775 Morehouse Drive San Diego, California 92121U.S.A.U.S.A.
YOO, Taesang5775 Morehouse Drive San Diego, California 92121U.S.A.U.S.A.
SUNDARARAJAN, Jay Kumar5775 Morehouse Drive San Diego, California 92121U.S.A.U.S.A.
MANOLAKOS, Alexandros5775 Morehouse Drive San Diego, California 92121U.S.A.U.S.A.
HIRZALLAH, Mohammed Ali Mohammed5775 Morehouse Drive San Diego, California 92121U.S.A.U.S.A.

Applicants

NameAddressCountryNationality
QUALCOMM INCORPORATEDAttn: International IP Administration 5775 Morehouse Drive San Diego, California 92121-1714U.S.A.U.S.A.

Documents

NameDate
202447092185-COMPLETE SPECIFICATION [26-11-2024(online)].pdf26/11/2024
202447092185-DECLARATION OF INVENTORSHIP (FORM 5) [26-11-2024(online)].pdf26/11/2024
202447092185-DRAWINGS [26-11-2024(online)].pdf26/11/2024
202447092185-FORM 1 [26-11-2024(online)].pdf26/11/2024
202447092185-FORM 18 [26-11-2024(online)].pdf26/11/2024
202447092185-NOTIFICATION OF INT. APPLN. NO. & FILING DATE (PCT-RO-105-PCT Pamphlet) [26-11-2024(online)].pdf26/11/2024
202447092185-POWER OF AUTHORITY [26-11-2024(online)].pdf26/11/2024
202447092185-PRIORITY DOCUMENTS [26-11-2024(online)].pdf26/11/2024
202447092185-PROOF OF RIGHT [26-11-2024(online)].pdf26/11/2024
202447092185-REQUEST FOR EXAMINATION (FORM-18) [26-11-2024(online)].pdf26/11/2024

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