公开(公告)号：WO2023086912A1

公开(公告)日：2023-05-19

申请号：PCT/US2022/079680

申请日：2022-11-11

Applicant: QUALCOMM INCORPORATED

Inventor： KADAMBI, Shreya ,  BEHBOODI, Arash ,  SORIAGA, Joseph, Binamira ,  WELLING, Max

IPC: G01S5/02 ,  G06N3/02

Abstract: Certain aspects of the present disclosure provide methods, apparatus, and systems for predicting a location of a device in a spatial environment using a machine learning model. An example method generally includes measuring a plurality of signals received from a network entity at a device. A channel state information (CSI) measurement is generated from the measured plurality of signals. Generally, the CSI measurement includes a multipath component. Positions of one or more anchors in a spatial environment are identified based on a machine learning model trained to identify the positions of the one or more anchors based on the CSI measurement. A location of the device is estimated based on the identified positions of the one or more anchors.

公开(公告)号：EP4430422A1

公开(公告)日：2024-09-18

申请号：EP22839075.3

申请日：2022-11-11

Applicant: QUALCOMM INCORPORATED

Inventor： KADAMBI, Shreya ,  BEHBOODI, Arash ,  SORIAGA, Joseph, Binamira ,  WELLING, Max

IPC: G01S5/02 ,  G06N3/02

CPC classification number: G01S5/0278 ,  G01S5/02 ,  G01S5/02524 ,  G01S5/0273 ,  G06N3/0455 ,  G06N3/088

公开(公告)号：EP4526801A1

公开(公告)日：2025-03-26

申请号：EP23728562.2

申请日：2023-05-05

Applicant: QUALCOMM INCORPORATED

Inventor： KALATZIS, Dimitrios ,  OREKONDY, Tribhuvanesh ,  ACKERMANN, Hanno ,  KARMANOV, Ilia ,  GHAZVINIAN ZANJANI, Farhad ,  DIJKMAN, Daniel Hendricus Franciscus ,  BEHBOODI, Arash ,  KADAMBI, Shreya ,  PORIKLI, Fatih Murat

IPC: G06N3/045 ,  G06N3/09 ,  G01S1/06 ,  G01S1/08 ,  G01S1/70 ,  G01S17/48 ,  H04W64/00 ,  H04W99/00