公开(公告)号：US20250047564A1

公开(公告)日：2025-02-06

申请号：US18716726

申请日：2022-02-11

Applicant: QUALCOMM Incorporated

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

IPC: H04L41/14 ,  H04L41/16

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may transmit, to a network node, a request for network assisted information associated with one or more of a machine learning (ML) model or analytics, the ML model or the analytics being associated with an application layer communication that is associated with the UE. The UE may receive, from the network node, one or more of the ML model or the analytics. Numerous other aspects are described.

公开(公告)号：US20240340660A1

公开(公告)日：2024-10-10

申请号：US18425999

申请日：2024-01-29

Applicant: QUALCOMM Incorporated

Inventor： Eren BALEVI ,  Taesang YOO ,  Rajeev KUMAR

IPC: H04W24/02 ,  G06N3/0455 ,  G06N3/084

CPC classification number: H04W24/02 ,  G06N3/0455 ,  G06N3/084

Abstract: Systems and techniques are disclosed for performing wireless communications. For example, a wireless device (e.g., a user equipment (UE)) can transmit (or output for transmission), to a network entity, capability information related to a first functionality supported by a set of machine learning (ML) models of the apparatus. The wireless device can receive, from the network entity, a performance target associated with the first functionality.

公开(公告)号：US20240289687A1

公开(公告)日：2024-08-29

申请号：US18434080

申请日：2024-02-06

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Aziz GHOLMIEH ,  Taesang YOO ,  Eren BALEVI

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may transmit an indication of functionalities associated with artificial intelligence or machine learning (AI/ML) models supported by the UE. The UE may receive one or more AI/ML models associated with the functionalities. Numerous other aspects are described.

公开(公告)号：US20240276357A1

公开(公告)日：2024-08-15

申请号：US18409457

申请日：2024-01-10

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Aziz GHOLMIEH ,  Gavin Bernard HORN ,  Miguel GRIOT

IPC: H04W48/18 ,  H04L27/26 ,  H04W8/22 ,  H04W48/20 ,  H04W60/04

CPC classification number: H04W48/18 ,  H04L27/26025 ,  H04W8/22 ,  H04W48/20 ,  H04W60/04

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a mobility management function (MMF) of a core network entity may obtain a trigger for transmitting meta information associated with a model. The MMF may transmit, to an access and mobility management function (AMF) of the core network entity, an AMF service invoke message. The AMF may obtain an indication of one or more central network entities within an area. The AMF may transmit, to the one or more central network entities, meta information associated with the model. Numerous other aspects are described.

公开(公告)号：US20240276275A1

公开(公告)日：2024-08-15

申请号：US18569462

申请日：2021-08-27

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Ruiming ZHENG ,  Gavin Bernard HORN ,  Xipeng ZHU ,  Aziz GHOLMIEH ,  Shankar KRISHNAN

IPC: H04W24/10 ,  H04W74/0833

CPC classification number: H04W24/10 ,  H04W74/0833

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may transmit an uplink data message to a base station while the UE is in an inactive mode with respect to the base station. The UE may transmit the uplink data message in accordance with a communications procedure, which may be an example of a random access channel (RACH)-based communications procedure or a configured grant (CG)-based communications procedure. The UE may generate a report that includes parameters related to transmission of the uplink data message, which may be used to improve subsequent uplink data message transmissions from the UE, subsequent RACH procedures performed by the UE, or both. The UE may determine which parameters to include in the report based on the communications procedure and whether transmission of the uplink data message was successful. Accordingly, the UE may transmit the report to the base station.

公开(公告)号：US20240267725A1

公开(公告)日：2024-08-08

申请号：US18514178

申请日：2023-11-20

Applicant: QUALCOMM Incorporated

Inventor： Jay Kumar SUNDARARAJAN ,  Eren BALEVI ,  Taesang YOO ,  Rajeev KUMAR ,  Aziz GHOLMIEH

IPC: H04W8/24 ,  H04W24/02

CPC classification number: H04W8/24 ,  H04W24/02

Abstract: Certain aspects of the present disclosure provide techniques for exchanging information between user equipments (UEs) and network entities regarding which models the UEs and network entities support. A method that may be performed by a UE includes: obtaining an indication of one or more machine learning (ML) based network-side models applicable at a network entity; and transmitting signaling indicating one or more of the ML-based network-side models supported by the UE.

公开(公告)号：US20240265306A1

公开(公告)日：2024-08-08

申请号：US18525577

申请日：2023-11-30

Applicant: QUALCOMM Incorporated

Inventor： Eren BALEVI ,  Taesang YOO ,  Jay Kumar SUNDARARAJAN ,  Rajeev KUMAR ,  Aziz GHOLMIEH

IPC: G06N20/00 ,  H04W24/02

CPC classification number: G06N20/00 ,  H04W24/02

Abstract: A method for wireless communication by a user equipment (UE) includes collaborating with a network device in accordance with a selected network-UE collaboration level of a number of network-UE collaboration levels for machine learning operations. At least one of the network-UE collaboration levels comprises a number of sub-categories. The UE may transmit an indication of a level of support for the selected network-UE collaboration level. The sub-categories may correspond to a life cycle management type and a model transfer/delivery format. The UE may also receive a machine learning configuration based on the level of support.

公开(公告)号：US20240244471A1

公开(公告)日：2024-07-18

申请号：US18682291

申请日：2021-09-29

Applicant: QUALCOMM Incorporated

Inventor： Shankar KRISHNAN ,  Peng CHENG ,  Rajeev KUMAR ,  Xipeng ZHU ,  Luis Fernando Brisson LOPES ,  Jianhua LIU

IPC: H04W24/10 ,  H04W24/02 ,  H04W74/08 ,  H04W74/0833 ,  H04W84/18

CPC classification number: H04W24/10 ,  H04W24/02 ,  H04W74/0833 ,  H04W74/0875 ,  H04W84/18

Abstract: Certain aspects of the present disclosure provide techniques for enhanced network data collection reporting. According to one aspect, a wireless node generates at least one data collection report including network slicing information and transmits the data collection report.

公开(公告)号：US20240223465A1

公开(公告)日：2024-07-04

申请号：US18415896

申请日：2024-01-18

Applicant: QUALCOMM Incorporated

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

IPC: H04L41/16 ,  G06N20/00 ,  H04L41/0803 ,  H04W88/08

CPC classification number: H04L41/16 ,  H04L41/0803 ,  H04W88/08 ,  G06N20/00

Abstract: Methods, systems, and devices for wireless communications are described. In some examples, a wireless communications system may support machine learning and may configure a user equipment (UE) for machine learning. The UE may transmit, to a base station, a request message that includes an indication of a machine learning model or a neural network function based at least in part on a trigger event. In response to the request message, the base station may transmit a machine learning model, a set of parameters corresponding to the machine learning model, or a configuration corresponding to a neural network function and may transmit an activation message to the UE to implement the machine learning model and the neural network function.

公开(公告)号：US20240098603A1

公开(公告)日：2024-03-21

申请号：US17948734

申请日：2022-09-20

Applicant: QUALCOMM Incorporated

Inventor： Shankar KRISHNAN ,  Rajeev KUMAR ,  Ozcan OZTURK ,  Punyaslok PURKAYASTHA

IPC: H04W36/30 ,  H04W36/00 ,  H04W76/15 ,  H04W76/18

CPC classification number: H04W36/305 ,  H04W36/0079 ,  H04W76/15 ,  H04W76/18

Abstract: Aspects described herein relate to improving layer 1 (L1)/layer 2 (L2) mobility in certain scenarios. In some aspects, an indication of mobility from a first cell in a candidate cell set configured for L1/L2 mobility to a second cell can be received, and one or more parameters related to mobility failure or mobility history or radio link failure (RLF) associated with the mobility to assist the network node in at least one of performing a subsequent L1/L2 mobility for the UE or avoiding RLF or mobility failure during the subsequent L1/L2 mobility can be transmitted. In other aspects, the indication of mobility can be transmitted and the one or more parameters can be received. In some aspects, a list of conditional primary secondary cell (PSCell) change (CPC) configurations can be communicated following a PCell switch.