公开(公告)号：US20240333409A1

公开(公告)日：2024-10-03

申请号：US18193121

申请日：2023-03-30

Applicant: QUALCOMM Incorporated

Inventor： Khyati Bhupendrabhai Mardia ,  Yue Hong ,  Sandeep Ramannavar ,  Rohit Bhasi Thazhath ,  Shraddha Ramachandra Phadnis ,  Madhup Chandra ,  Arvind Vardarajan Santhanam ,  Shanshan Wang ,  Yongle Wu ,  Tom Chin ,  Scott Hoover

IPC: H04B17/391 ,  G06N5/022 ,  H04W8/22 ,  H04W24/06

CPC classification number: H04B17/3913 ,  G06N5/022 ,  H04W8/22 ,  H04W24/06 ,  H04W88/06

Abstract: Methods, systems, and devices for wireless communications are described. For example, the described techniques provide for a user equipment (UE) to predict a gain state for an initial acquisition procedure. For example, the UE may use a machine learning (ML) model to predict an initial gain state which is likely to result in a successful initial acquisition procedure (e.g., without adjusting the gain state and reattempting the initial acquisition procedure). The UE may input UE history data or crowdsourced data (e.g., from a local network or a cloud-based server) into the ML model to generate a predicted gain state which may be more likely to result in a successful initial acquisition (e.g., without reattempting the initial acquisition procedure). The UE may use the initial gain state generated by the ML model to attempt an initial acquisition procedure with a network entity.