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公开(公告)号：US12250737B2
公开(公告)日：2025-03-11
申请号：US17934986
申请日：2022-09-23
Applicant: QUALCOMM Incorporated
Inventor： Kyle Chi Guan , Anantharaman Balasubramanian , Mahmoud Ashour , Kapil Gulati , Himaja Kesavareddigari , Qing Li , Hong Cheng , Preeti Kumari
Abstract: Aspects presented herein may enable a first UE to utilize inference results provided by at least a second UE to improve its inference accuracy. In one aspect, a first UE establishes an ML inference result sharing session with one or more second UEs for at least one ML inference task. The first UE receives a first set of ML inference results associated with the at least one ML inference task, where the first set of ML inference results is received from the one or more second UEs during the ML inference result sharing session. The first UE estimates an aggregated ML inference result based on at least one of the first set of ML inference results or a second set of ML inference results, where the second set of ML inference results is configured by the first UE for the at least one ML inference task.
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公开(公告)号：US12176993B2
公开(公告)日：2024-12-24
申请号：US17847447
申请日：2022-06-23
Applicant: QUALCOMM Incorporated
Inventor： Sourjya Dutta , Navid Abedini , Kapil Gulati , Mahmoud Ashour , Himaja Kesavareddigari , Kyle Chi Guan
IPC: H04B7/145 , H04W24/10 , H04W36/06 , H04W72/541 , H04W72/542
Abstract: Methods, systems, and devices for wireless communications are described. The described techniques support communication between one or more network entities and user equipment (UEs) via configurable intelligent surfaces. A first UE may transmit, to a second UE associated with a set of configurable intelligent surfaces, first information that indicates a tracking period and a data period that the second UE is to use to manage the configurable intelligent surfaces. The second UE may adjust the configurable intelligent surfaces for the communications between the first UE and network entities during the tracking period and the data period. The second UE may adjust the configurable intelligent surfaces based on measurement reports generated by the first UE based on communication during the tracking and data periods.
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公开(公告)号：US12219346B2
公开(公告)日：2025-02-04
申请号：US18069988
申请日：2022-12-21
Applicant: QUALCOMM Incorporated
Inventor： Himaja Kesavareddigari , Kapil Gulati , Hong Cheng , Qing Li , Kyle Chi Guan , Mahmoud Ashour
IPC: H04W12/00
Abstract: An apparatus may be a UE configured to receive, from a network entity associated with a machine learning procedure, a first indication that a first set of data elements transmitted by the wireless device at a first time is categorized as misinformation and that, based on the categorization of the first set of data elements as misinformation, the network entity will temporarily exclude data from the wireless device from propagation as input for a subsequent machine learning procedure. The apparatus may further be configured to receive a second indication of a set of criteria for requesting a reevaluation of the categorization and transmit, based on meeting one or more criteria in the set of criteria, a second set of data elements to the network entity at a second time.
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公开(公告)号：US20230007503A1
公开(公告)日：2023-01-05
申请号：US17365130
申请日：2021-07-01
Applicant: QUALCOMM Incorporated
Inventor： Anantharaman Balasubramanian , Kyle Chi Guan , Kapil Gulati , Himaja Kesavareddigari , Chang-Sik Choi
Abstract: Methods, systems, and devices for wireless communications are described. A base station may transmit a request for a first user equipment (UE) to provide sensing capability information associated with UEs other than the first UE (e.g., an indication of one or more sensors associated with the corresponding UE, an orientation of the corresponding UE, a field of view associated with the corresponding UE). Additionally, the first UE may receive, from each of a set of second UEs, indications of the sensing capability information associated with the corresponding second UEs. Based on the sensing capability information indicated for each of the set of second UEs, the first UE select a subset of second UEs and transmit an indication of the sensing capability information associated with the subset of second UEs to the base station.
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公开(公告)号：US12289613B2
公开(公告)日：2025-04-29
申请号：US17649763
申请日：2022-02-02
Applicant: QUALCOMM Incorporated
Inventor： Qing Li , Kapil Gulati , Hong Cheng , Kyle Chi Guan , Himaja Kesavareddigari
Abstract: Aspects presented herein may enable wireless communications to be adaptive to a dynamic environment, where wireless devices may manage wireless communications, such as performing beam managements, based at least in part on environmental conditions. In one aspect, a network entity receives, from a sensor device or a UE, a request for an ML data service. The network entity establishes, with the sensor device or the UE, the ML data service based on the request. The network entity receives, from the sensor device, ML data including a set of features extracted from at least one sensor of the sensor device or information indicative of at least one beam for the ML data service. The network entity transmits, to the UE, a beam indication to modify the at least one beam based at least in part on the ML data received from the sensor device during the ML data service.
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Patent Agency Ranking
公开(公告)号：US12245129B2
公开(公告)日：2025-03-04
申请号：US17652673
申请日：2022-02-25
Applicant: QUALCOMM Incorporated
Inventor： Kapil Gulati , Qing Li , Kyle Chi Guan , Himaja Kesavareddigari , Hong Cheng , Junyi Li
Abstract: A first UE and a second UE may exchange information relating to one or more machine learning data services. The one or more machine learning data services may be provided by the second UE. The first UE and the second UE may pair with each other for the one or more machine learning data services. The second UE may perform machine learning inference using at least one machine learning inference model, and may transmit the inference result (e.g., a link quality prediction) associated with a link between a network node and the first UE to the network node. The network node may switch (the direction of) the network node beam if the inference result predicts that the degree of link quality degradation associated with a current network node beam is going to be greater than a prespecified threshold.
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公开(公告)号：US20240303463A1
公开(公告)日：2024-09-12
申请号：US18179629
申请日：2023-03-07
Applicant: QUALCOMM Incorporated
Inventor： Kyle Chi GUAN , Hong Cheng , Qing Li , Kapil Gulati , Himaja Kesavareddigari , Mahmoud Ashour
Abstract: Methods, systems, and devices for wireless communication are described. A first device may select a partition layer for partitioning a neural network model between the first device and a second device. The first device may implement a first sub-neural network model that includes the partition layer and the second device may implement a second sub-neural network model that includes a layer adjacent to the partition layer.
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公开(公告)号：US20230421240A1
公开(公告)日：2023-12-28
申请号：US17847447
申请日：2022-06-23
Applicant: QUALCOMM Incorporated
Inventor： Sourjya Dutta , Navid Abedini , Kapil Gulati , Mahmoud Ashour , Himaja Kesavareddigari , Kyle Chi Guan
CPC classification number: H04B7/145 , H04W24/10 , H04W72/082 , H04W72/085 , H04W36/06
Abstract: Methods, systems, and devices for wireless communications are described. The described techniques support communication between one or more network entities and user equipment (UEs) via configurable intelligent surfaces. A first UE may transmit, to a second UE associated with a set of configurable intelligent surfaces, first information that indicates a tracking period and a data period that the second UE is to use to manage the configurable intelligent surfaces. The second UE may adjust the configurable intelligent surfaces for the communications between the first UE and network entities during the tracking period and the data period. The second UE may adjust the configurable intelligent surfaces based on measurement reports generated by the first UE based on communication during the tracking and data periods.
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公开(公告)号：US11825313B2
公开(公告)日：2023-11-21
申请号：US17365130
申请日：2021-07-01
Applicant: QUALCOMM Incorporated
Inventor： Anantharaman Balasubramanian , Kyle Chi Guan , Kapil Gulati , Himaja Kesavareddigari , Chang-Sik Choi
CPC classification number: H04W16/28 , H04W8/24 , H04W24/10 , H04W68/005
Abstract: Methods, systems, and devices for wireless communications are described. A base station may transmit a request for a first user equipment (UE) to provide sensing capability information associated with UEs other than the first UE (e.g., an indication of one or more sensors associated with the corresponding UE, an orientation of the corresponding UE, a field of view associated with the corresponding UE). Additionally, the first UE may receive, from each of a set of second UEs, indications of the sensing capability information associated with the corresponding second UEs. Based on the sensing capability information indicated for each of the set of second UEs, the first UE select a subset of second UEs and transmit an indication of the sensing capability information associated with the subset of second UEs to the base station.
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公开(公告)号：US12185206B2
公开(公告)日：2024-12-31
申请号：US17714977
申请日：2022-04-06
Applicant: QUALCOMM Incorporated
Inventor： Kyle Chi Guan , Himaja Kesavareddigari , Qing Li , Kapil Gulati , Junyi Li , Hong Cheng
Abstract: Aspects of dynamic and interactive machine learning and feature extraction techniques for performing beam interference management are disclosed. In one aspect, upon entering a coverage area, a UE may transmit a discovery message including one or more machine learning (ML) services for ML service discovery. Based on the ML service discovery, the UE may transmit a session request to establish a data service session between the UE and a network node based on the ML service discovery and other criteria such as extracted features. The network node may receive the ML discovery data and extracted features and aggregate this information with other intelligent network devices to enable the network node to predict a beam blockage during the ML inference data service session. The network node can adapt beam blockage predictions by changing the timing and direction of communications between network entities.
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