公开(公告)号：WO2023060968A1

公开(公告)日：2023-04-20

申请号：PCT/CN2022/106204

申请日：2022-07-18

Applicant: QUALCOMM INCORPORATED ,  LO, Charles Nung ,  CHAPONNIERE, Lenaig Genevieve ,  KRISHNAN, Shankar ,  LIU, Jianhua

Inventor： LO, Charles Nung ,  CHAPONNIERE, Lenaig Genevieve ,  KRISHNAN, Shankar ,  LIU, Jianhua

IPC: H04W24/10 ,  H04W24/00

Abstract: Various embodiments of methods of managing data measurement reporting may include sending from an application processor of a user equipment (UE) to a modem of the UE an attention (AT) command to configure the modem to send an unsolicited result code in response to receiving a pause command or a resume command related to sending of application level measurement information being gathered by the UE, receiving a pause command from a network element while sending of application level measurement information being gathered by the UE to the network element, sending from the modem to the application processor an unsolicited result code including a pause indication or instruction to temporarily pause sending of the application level measurement information in response to the received pause command and the AT command, and pausing sending of the application level measurement information by the modem in response to the pause command.

公开(公告)号：WO2023028319A1

公开(公告)日：2023-03-02

申请号：PCT/US2022/041693

申请日：2022-08-26

Applicant: QUALCOMM INCORPORATED

Inventor： KRISHNAN, Shankar ,  ZHU, Xipeng ,  YOO, Taesang ,  KUMAR, Rajeev ,  HORN, Gavin Bernard ,  GHOLMIEH, Aziz ,  BALEVI, Eren

IPC: H04W24/02 ,  H04L41/5051 ,  H04L41/16

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may communicate with a network entity within a wireless communications network. The UE may transmit a request for information to the network entity and, in response to the request, the UE may receive the requested information from the network entity. For example, the UE may request data from one or more data repositories associated with the network entity. In some examples, the information request may be associated with one or more measurements associated with operations of the network. In some instances, the UE may use a machine learning model to perform training or inference based on the information associated with the one or more measurements.

公开(公告)号：WO2022266582A1

公开(公告)日：2022-12-22

申请号：PCT/US2022/072800

申请日：2022-06-07

Applicant: QUALCOMM INCORPORATED

Inventor： ZHU, Xipeng ,  HORN, Gavin Bernard ,  YOO, Taesang ,  KUMAR, Rajeev ,  KRISHNAN, Shankar ,  GHOLMIEH, Aziz ,  PRAKASH, Rajat ,  BALEVI, Eren

IPC: H04L41/16 ,  H04L41/0803 ,  H04W24/02 ,  H04W24/04

Abstract: Certain aspects of the present disclosure provide techniques and apparatus for determining neural network functions (NNFs) and configuring and using corresponding machine learning (ML) models for performing one or more ML-based wireless communications management procedures. An example method performed by a user equipment includes transmitting, to a base station (BS), UE capability information indicating at least one radio capability of the UE and at least one machine learning (ML) capability of the UE and receiving, from the BS based on the UE capability information, ML configuration information indicating at least one neural network function (NNF) and at least one ML model corresponding to the at least one NNF.

公开(公告)号：WO2022236807A1

公开(公告)日：2022-11-17

申请号：PCT/CN2021/093817

申请日：2021-05-14

Applicant: QUALCOMM INCORPORATED ,  REN, Yuwei ,  ZHENG, Ruiming ,  HAO, Chenxi ,  ZHU, Xipeng ,  KRISHNAN, Shankar ,  YOO, Taesang ,  ZHANG, Yu ,  XU, Hao ,  HUANG, Yin

Inventor： REN, Yuwei ,  ZHENG, Ruiming ,  HAO, Chenxi ,  ZHU, Xipeng ,  KRISHNAN, Shankar ,  YOO, Taesang ,  ZHANG, Yu ,  XU, Hao ,  HUANG, Yin

IPC: H04W24/02 ,  G06N20/00 ,  H04W24/04 ,  H04W24/10 ,  H04W88/02

Abstract: A method of wireless communications by a user equipment (UE) includes communicating with a network based on a machine learning model for wireless communication. The method also includes monitoring a status of the machine learning model for wireless communication. The method further includes reporting the status of the machine learning model for wireless communication using a predetermined resource according to a predetermined format. The method also includes falling back to communicating with a fallback procedure, instead of the machine learning model for wireless communication, to maintain wireless communication with the network in response to the status of the machine learning model indicating a model failure.

公开(公告)号：WO2022204950A1

公开(公告)日：2022-10-06

申请号：PCT/CN2021/084010

申请日：2021-03-30

Applicant: QUALCOMM INCORPORATED ,  KRISHNAN, Shankar ,  LIU, Jianhua ,  ZHU, Xipeng ,  KUMAR, Rajeev

Inventor： KRISHNAN, Shankar ,  LIU, Jianhua ,  ZHU, Xipeng ,  KUMAR, Rajeev

IPC: H04W36/14

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a first node, a quality of experience (QoE) configuration. The UE may receive, from the first node, a message indicating a handover to a second node that does not support the QoE configuration. The UE may perform, after completion of the handover to the second node, QoE measurements in accordance with the QoE configuration. Numerous other aspects are described.

公开(公告)号：WO2022032297A1

公开(公告)日：2022-02-10

申请号：PCT/US2021/071120

申请日：2021-08-05

Applicant: QUALCOMM INCORPORATED

Inventor： KUMAR, Rajeev ,  ZHU, Xipeng ,  KRISHNAN, Shankar ,  OZTURK, Ozcan ,  KITAZOE, Masato ,  HORN, Gavin Bernard

IPC: H04W24/10 ,  H04W24/08 ,  H04W76/10

Abstract: A method of wireless communication includes determining, based on a plurality of network measurements performed by a user equipment (UE), one or more measurement log files associated with the plurality of network measurements. The method further includes receiving, by the UE from a network device, a request associated with the one or more measurement log files. The request indicates at least one measurement filter. The method further includes transmitting, by the UE to the network device, a response to the request. The response includes first measurement results of the one or more measurement log files selected based on the at least one measurement filter and excludes second measurement results of the one or more measurement log files based on the at least one measurement filter.

公开(公告)号：WO2022020016A1

公开(公告)日：2022-01-27

申请号：PCT/US2021/035871

申请日：2021-06-04

Applicant: QUALCOMM INCORPORATED

Inventor： BANSAL, Hargovind Prasad ,  CHIN, Tom ,  KRISHNAN, Shankar

IPC: H04W24/10 ,  H04W8/24 ,  H04W24/08 ,  H04W52/02 ,  H04W92/04

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a base station, configuration information that indicates one or more first measurement types. Accordingly, the UE may transmit, to the base station, periodically and while the UE is in an idle mode or an inactive state, first measurements based at least in part on the one or more first measurement types indicated in the configuration information. In some aspects, the UE may further transmit, to the base station, second measurements based at least in part on a second measurement type. The first measurement type(s) may be associated with a minimization of drive test (MDT). Similarly, the second measurement type may be associated with an MDT. Numerous other aspects are provided.

公开(公告)号：WO2023064066A1

公开(公告)日：2023-04-20

申请号：PCT/US2022/044017

申请日：2022-09-19

Applicant: QUALCOMM INCORPORATED

Inventor： KRISHNAN, Shankar ,  HE, Linhai ,  ZHU, Xipeng ,  HORN, Gavin Bernard ,  OZTURK, Ozcan ,  GRIOT, Miguel ,  KUMAR, Rajeev

IPC: H04W8/24 ,  H04W24/10 ,  H04W24/02

Abstract: Methods, systems, and devices for wireless communications are described for capability indications by a reduced capability user equipment (UE) and UE-based performance measurement parameter reporting or self-organizing network (SON) parameter reporting based on the capability indications. A reduced capability UE may transmit a set of capabilities to a base station that indicate various types of parameter reporting that are supported at the UE. The base station may identify the UE as a reduced capability device, and set one or more reporting parameters based on the indicated UE capabilities. The base station may provide a reporting configuration to the UE with the one or more reporting parameters, and the UE may provide reporting of measured parameters (e.g., performance measurement parameter reporting or SON parameter reporting) based on the reporting configuration.

公开(公告)号：WO2023020342A1

公开(公告)日：2023-02-23

申请号：PCT/CN2022/111332

申请日：2022-08-10

Applicant: QUALCOMM INCORPORATED ,  LIU, Jianhua ,  KRISHNAN, Shankar ,  ZHU, Xipeng ,  KUMAR, Rajeev

Inventor： LIU, Jianhua ,  KRISHNAN, Shankar ,  ZHU, Xipeng ,  KUMAR, Rajeev

IPC: H04W24/08

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may initiate a quality of experience (QoE) session for a QoE configuration at an application layer of the UE. The UE may provide, from the application to a radio resource control (RRC) layer of the UE, a session start or stop indication based at least in part on initiating the QoE session. The indication may include at least one of a service type, an RRC level identifier, a QoE reference, or a QoE measurement collection. The UE may provide, to a base station and based at least in part on the indication, information indicating the service type, the RRC level identifier, the QoE reference, or the QoE measurement collection. Numerous other aspects are described.

公开(公告)号：WO2022222089A1

公开(公告)日：2022-10-27

申请号：PCT/CN2021/088896

申请日：2021-04-22

Applicant: QUALCOMM INCORPORATED ,  REN, Yuwei ,  ZHENG, Ruiming ,  ZHU, Xipeng ,  HAO, Chenxi ,  KRISHNAN, Shankar ,  ZHANG, Yu ,  XU, Huilin ,  XU, Hao ,  HUANG, Yin ,  YOO, Taesang

Inventor： REN, Yuwei ,  ZHENG, Ruiming ,  ZHU, Xipeng ,  HAO, Chenxi ,  KRISHNAN, Shankar ,  ZHANG, Yu ,  XU, Huilin ,  XU, Hao ,  HUANG, Yin ,  YOO, Taesang

IPC: H04B17/24

Abstract: Methods, systems, and devices for wireless communications are described. In some systems, devices use machine learning (ML) models to support wireless communications. For example, a user equipment (UE) may download ML model information from a network to determine an ML model. The network may additionally configure a status reporting procedure, a fallback procedure, or both for the ML model. In some examples, based on a configuration, the UE may transmit a status report to a base station according to a reporting periodicity, a UE-based trigger, a network-based trigger, or some combination thereof. Additionally or alternatively, the UE may determine to fallback from operating using the ML model to operating in a second mode based on a fallback trigger. In some examples, to restore operating using a downloaded ML model, the UE may download an updated ML model or receive iterative updates to a previously downloaded ML model.