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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.