公开(公告)号：US20250048194A1

公开(公告)日：2025-02-06

申请号：US18364382

申请日：2023-08-02

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Aziz GHOLMIEH ,  Shankar KRISHNAN

IPC: H04W36/00 ,  H04L41/16

Abstract: Methods, systems, and devices for wireless communication are described. A network entity may configure a user equipment (UE) to report applicability information associated with artificial intelligence (AI) and/or machine learning (ML) functionalities and/or models. The applicability information indicates an applicability of a functionality and/or model per AI/ML-enabled feature or feature group. Based on the applicability information and a handover of the UE from a source network entity to a target network entity, the target network entity may configure a functionality and/or model. Additionally, or alternatively, the UE may be configured with a reference configuration and one or more additional configurations corresponding to respective AI/ML functionalities and/or models. The UE may apply an additional configuration based on a handover to the target network entity, the additional configuration satisfying an applicability condition, or both. Based on an indication of the applied configuration, one or more functionalities or models may be activated.

公开(公告)号：US20240357402A1

公开(公告)日：2024-10-24

申请号：US18685987

申请日：2021-10-19

Applicant: QUALCOMM Incorporated

Inventor： Jianhua LIU ,  Shankar KRISHNAN ,  Rajeev KUMAR ,  Ozcan OZTURK ,  Xipeng ZHU ,  Charles Nung LO

IPC: H04W24/10 ,  H04L41/5067 ,  H04W28/02

CPC classification number: H04W24/10 ,  H04L41/5067 ,  H04W28/0268

Abstract: Certain aspects of the present disclosure provide techniques for quality of experience (QoE) reporting in wireless communication networks. An example method performed by a user equipment (UE) includes transmitting a QoE report, including one or more QoE measurements, to a network entity and transmitting, to the network entity, connection identification information associated with the one or more QoE measurements.

公开(公告)号：US20240334317A1

公开(公告)日：2024-10-03

申请号：US18739116

申请日：2024-06-10

Applicant: QUALCOMM Incorporated

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

IPC: H04W48/16 ,  H04W24/10 ,  H04W48/08 ,  H04W72/542

CPC classification number: H04W48/16 ,  H04W24/10 ,  H04W48/08 ,  H04W72/542

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：US20240147267A1

公开(公告)日：2024-05-02

申请号：US18548065

申请日：2021-05-14

Applicant: QUALCOMM Incorporated

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

IPC: H04W24/04 ,  H04L41/0654 ,  H04L41/16 ,  H04W24/02

CPC classification number: H04W24/04 ,  H04L41/0654 ,  H04L41/16 ,  H04W24/02

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：US20240098545A1

公开(公告)日：2024-03-21

申请号：US18507529

申请日：2023-11-13

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Xipeng ZHU ,  Shankar KRISHNAN ,  Gavin Bernard HORN

IPC: H04W24/10

CPC classification number: H04W24/10

Abstract: Methods, systems, and devices for wireless communications are described. A communication link between the UE and a serving base station may be established. The UE may measure, at an application layer of the UE, a set of quality of experience variables associated with different service types. The UE may measure, at an access stratum of the UE, a set of radio resource management variables associated with the communication link between the UE and the serving base station and a communication link between the UE and a corresponding set of one or more neighboring base stations associated with the communication links. The UE may transmit a measurement report to the serving base station indicating information associated with the quality of experience variables and the radio resource management variables in a multi-layer readable format.

公开(公告)号：US20230027233A1

公开(公告)日：2023-01-26

申请号：US17443270

申请日：2021-07-23

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Karl Georg HAMPEL ,  Gavin Bernard HORN ,  Xipeng ZHU ,  Shankar KRISHNAN

IPC: H04W40/36 ,  H04W36/30 ,  H04W74/08 ,  H04W74/02

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, an apparatus of a central or management entity of an integrated access and backhaul (IAB) network may receive a report indicating one or more of a failure associated with a communication link associated with an IAB node included in the IAB network or a quality of service (QoS) associated with the communication link. The apparatus may modify a topography of the IAB network or routing within the IAB network when the report indicates the failure associated with the communication link. The apparatus may verify a QoS associated with the IAB network when the report indicates the QoS associated with the communication link. Numerous other aspects are described.

公开(公告)号：US20220400373A1

公开(公告)日：2022-12-15

申请号：US17348522

申请日：2021-06-15

Applicant: QUALCOMM Incorporated

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

IPC: H04W8/24 ,  G06N3/04 ,  G06N3/08

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：US20220360973A1

公开(公告)日：2022-11-10

申请号：US17308970

申请日：2021-05-05

Applicant: QUALCOMM Incorporated

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

IPC: H04W8/24 ,  H04W76/25 ,  H04B7/06 ,  G06N20/00

Abstract: This disclosure provides systems, devices, apparatus, and methods, including computer programs encoded on storage media, for a UE capability for AI/ML. A UE may receive a request from a network to report a UE capability for at least one of an AI procedure or an ML procedure. The UE may transmit to the network, based on the request to report the UE capability, an indication of one or more of an AI capability, an ML capability, a radio capability associated with the at least one of the AI procedure or the ML procedure, or a core network capability associated with the at least one of the AI procedure or the ML procedure.

公开(公告)号：US20210337412A1

公开(公告)日：2021-10-28

申请号：US17236946

申请日：2021-04-21

Applicant: QUALCOMM Incorporated

Inventor： Xipeng ZHU ,  Shankar KRISHNAN ,  Luis Fernando Brisson LOPES ,  Rajeev KUMAR

IPC: H04W24/10 ,  H04W74/08 ,  H04W28/04 ,  H04L1/18 ,  H04W80/02

Abstract: Aspects relate to measurement and event reporting from a distributed unit (DU) of a disaggregated base station to a central unit (CU) of the disaggregated base station. The CU can configure the DU with a measurement configuration associated with at least one value to be obtained by the DU and a reporting configuration for reporting the at least one value to the CU. The measurement reports can be sent by DU periodically or the measurement reports can be event-triggered based on the reporting configuration. In addition, the measurement reports can be UE-specific or DU/cell-specific. The measurement reports may include random access channel (RACH) reports, uplink measurement reports, radio link protocol (RLC) reports, medium access control (MAC) protocol reports, and other types of measurement or event-based reports.

公开(公告)号：US20250055655A1

公开(公告)日：2025-02-13

申请号：US18772842

申请日：2024-07-15

Applicant: QUALCOMM Incorporated

Inventor： Shankar KRISHNAN ,  Navid ABEDINI ,  Naeem AKL

IPC: H04L5/00 ,  H04B7/06

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive first system information indicative of a first synchronization signal block (SSB) configuration, the first SSB configuration indicating a plurality of SSBs comprising at least one deactivated SSB. The UE may receive, based on a reactivation of the at least one deactivated SSB, second system information, the second system information omitting a second SSB configuration. Numerous other aspects are described.