公开(公告)号：US20250056217A1

公开(公告)日：2025-02-13

申请号：US18447093

申请日：2023-08-09

Applicant: QUALCOMM Incorporated

Inventor： Soo Bum LEE ,  Gavin Bernard HORN ,  Aziz GHOLMIEH

IPC: H04W12/041 ,  H04W12/0431 ,  H04W12/069

Abstract: An apparatus, method and computer-readable media are disclosed for performing wireless communications. For example, a process can include: transmitting, to a security service of the wireless network, a first service access request for accessing a service of the wireless network, wherein the service is separate from the security service; receiving, from the security service in response to the first service access request, service security information for accessing the service; deriving a service key based on the service security information; transmitting, to the service, a second service access request, the second service access request encoded based on the derived service key; and establishing a first security context with the service based on the derived service key.

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：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：US20240064574A1

公开(公告)日：2024-02-22

申请号：US17821388

申请日：2022-08-22

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Aziz GHOLMIEH ,  Gavin Bernard HORN ,  Xipeng ZHU

IPC: H04W28/18 ,  H04W8/24 ,  H04W24/02

CPC classification number: H04W28/18 ,  H04W8/24 ,  H04W24/02

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, UE capability information associated with at least one machine learning component. The UE may receive, from the network node and based on the UE capability information, configuration information corresponding to the at least one machine learning component. The UE may generate a first machine learning output based on the machine learning component. The UE may perform a communication task based on the first machine learning output. Numerous other aspects are described.

公开(公告)号：US20240063974A1

公开(公告)日：2024-02-22

申请号：US18264832

申请日：2022-01-26

Applicant: QUALCOMM Incorporated

Inventor： Alexandros MANOLAKOS ,  Weimin DUAN ,  Soo Bum LEE ,  Aziz GHOLMIEH ,  Gavin Bernard HORN

IPC: H04L5/00

CPC classification number: H04L5/0051 ,  H04L5/0053 ,  H04L5/0007

Abstract: Reference signals used in location estimation of a user equipment (UE) in a wireless data network can be secured against a man-in-the-middle attack by a transmitting device withholding the conveyance of transmission parameters for decoding portions of a reference signal until after the portions are transmitted. Thus, receiving devices can buffer received signals and, after receiving the transmission parameters, process the buffered signals. To further prevent an attacker device from attacking future reference signals, transmission parameters can be nondeterministic such that an attacker device obtaining a parameter at a certain period of time is unable to use the decoded parameter predict or determine subsequent transmission parameters.

公开(公告)号：US20240056798A1

公开(公告)日：2024-02-15

申请号：US17886381

申请日：2022-08-11

Applicant: QUALCOMM Incorporated

Inventor： Rajeev KUMAR ,  Gavin Bernard HORN ,  Xipeng ZHU ,  Aziz GHOLMIEH

IPC: H04W8/24 ,  H04W48/10 ,  H04W72/12

CPC classification number: H04W8/245 ,  H04W48/10 ,  H04W72/1289

Abstract: Aspects described herein relate to receiving, from a network node, a list of supported models or model structures (MS) identifiers (IDs) per machine learning function name (MLFN) or machine learning feature (MLF) at the network node, updating a capability at the UE to an updated capability based on the list of supported models or MS IDs per MLFN or MLF at the network node, and downloading, at the UE and from a model repository, one or more models or MSs per MLFN or MLF based on the updated capability and available resources at the UE. Other aspects relate to transmitting the list of supported models or MS IDs and configuring use of a model or MS ID for a particular MLFN or MLF.