公开(公告)号：US20240056159A1

公开(公告)日：2024-02-15

申请号：US18548942

申请日：2022-03-29

Applicant: Intel Corporation

Inventor： Thushara HEWAVITHANA ,  Ranjit CAVATUR ,  Neelam CHANDWANI ,  Ziyi LI ,  Bishwarup MONDAL

IPC: H04B7/06 ,  H04B17/336

CPC classification number: H04B7/0695 ,  H04B7/0617 ,  H04B17/336

Abstract: This disclosure relates to apparatuses, systems, and methods for scheduling user equipment (UE) transmissions, and in particular for scheduling UE transmissions in a 5G New Radio system with a split architecture. The scheduler selects a beamforming algorithm for a UE group that includes a first UE and a second UE, where the beamforming algorithm is based on characteristics of the beamforming algorithm and/or the UE group. The scheduler determines an effective SINR for the UE group based on the beamforming algorithm and determines a summed proportion fair metric for the UE group based on the effective SINR for the UE group. The scheduler schedules a transmission for either the first UE or the UE group, based on a proportional fair metric for the first UE and the summed proportional fair metric for the UE group.

公开(公告)号：US20240349082A1

公开(公告)日：2024-10-17

申请号：US18552641

申请日：2022-04-29

Applicant: INTEL CORPORATION

Inventor： Ziyi LI ,  Dawei YING ,  Qian LI ,  Zongrui DING

IPC: H04W24/02 ,  H04W60/04

CPC classification number: H04W24/02 ,  H04W60/04

Abstract: This disclosure describes systems, methods, and devices related to collaboration between user equipment (UE) and network for machine learning. A radio access network (RAN) node B device may transmit, to the CE device, an indication that the node B device supports machine learning; identify a service registration, received from the UE device, indicating that the UE device requests machine learning support from the node B device; transmit, to the UE device, a request for information associated with the UE device, the information associated with at least one of hardware capabilities or machine learning capabilities of the UE device; identify the information received from the UE based on the request for information; and transmit, to the UE device, a machine learning configuration for use by the UE device, wherein the machine learning configuration is based on the information.

公开(公告)号：US20240298225A1

公开(公告)日：2024-09-05

申请号：US18574651

申请日：2022-10-19

Applicant: Intel Corporation

Inventor： Maruti Gupta HYDE ,  Yi ZHANG ,  Vaibhav SINGH ,  Ziyi LI ,  Christian Maciocco

IPC: H04W36/00 ,  H04W24/02 ,  H04W52/02

CPC classification number: H04W36/0072 ,  H04W24/02 ,  H04W52/02

Abstract: An apparatus for an access node, includes a memory interface to send or receive, to or from a data storage device, measurement information for measurement signaling between a first next generation radio access network (NG-RAN) node and a second NG-RAN node. The apparatus also includes processor circuitry communicatively coupled to the memory interface, the processor circuitry to initiate execution of a machine learning (ML) model by the first NG-RAN node to select an energy saving state for the first NG-RAN node, the second NG-RAN node or a user equipment (UE), and generate one or more messages with an information element (IE) with one or more parameters to request measurement information according to the one or more parameters, the measurement information to comprise feedback information to train the ML model. Other embodiments are described and claimed.