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公开(公告)号:US20240214272A1
公开(公告)日:2024-06-27
申请号:US18550276
申请日:2022-07-05
Applicant: Intel Corporation
Inventor: Dawei Ying , Leifeng Ruan , Jaemin Han , Qian Li
IPC: H04L41/0894
CPC classification number: H04L41/0894
Abstract: The present invention relates to an apparatus comprising: memory to store policy statement information for a plurality of radio access network (RAN) automation applications (rApps); and processing circuitry, coupled with the memory, to: retrieve the policy statement information from the memory, wherein the policy statement information includes respective policy scope identifiers for respective rApps in the plurality of rApps; identify a conflict associated with common or overlapping policy scope identifiers between two or more rApps from the plurality of rApps; modify one or more A1 policies associated with an A1 interface connecting a non-real-time (non-RT) RAN intelligence controller (RIC) and a near-real-time (near-RT) RIC to resolve the conflict; and notify the two or more rApps of the modification of the one or more A1 policies.
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公开(公告)号:US12273243B2
公开(公告)日:2025-04-08
申请号:US18399314
申请日:2023-12-28
Applicant: Intel Corporation
Inventor: Geng Wu , Leifeng Ruan , Qian Li , Dawei Ying
IPC: H04L41/18 , G06F18/214 , H04L41/16 , H04L47/70 , H04L47/762 , H04L47/783
Abstract: A data-centric network and non-Real-Time (RT) RAN Intelligence Controller (RIC) architecture are described. The data-centric network architecture provides data plane functions (DPFs) that serve as a shared database for control functions, user functions and management functions for data plane resources in a network. The DPFs interact with control plane functions, user plane functions, management plane functions, compute plane functions, network exposure functions, and application functions of the NR network via a service interface. The non-RT RIC provides functions via rApps, manages the rApps, performs conflict mitigation and security functions, monitors machine learning (ML) performance, provides a ML model catalog that contains ML model information, provides interface terminations and stores ML data and Near-RT RIC related information in a database. An ML training host trains and evaluates ML models in the catalog, obtains training and testing data from the database, and retrains and updates the ML models.
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公开(公告)号:US10694453B2
公开(公告)日:2020-06-23
申请号:US16079756
申请日:2016-10-24
Applicant: Intel Corporation and Intel IP Corporation
Inventor: Satish Chandra Jha , Qian Li , Guangjie Li , Yaser M. Fouad , Joonbeom Kim , Vesh Raj Sharma Banjade , Lu Lu , Dawei Ying , Hassan Ghozlan , Xiaoyun May Wu , Geng Wu
Abstract: Systems and methods of providing communications between UEs are generally described. A notification resource indicating subsequent transmission of a discovery message is transmitted from a UE to another UE using a discovery ID selected from a limited number of discovery IDs stored in the other UE. The other UE transmits a random access request to the UE having a temporary ID. The UE may not respond if the temporary ID is already used or may transmit data transmission information scrambled by the temporary ID. The other UE transmits a contention resolution PDU to the UE and may receive an ACK to indicate ID contention is not present, or either no response or a NACK to indicate the presence of ID contention. The other UE may either select a new temporary ID or use a backoff timer to retransmit the random access request at a random time.
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4.
公开(公告)号:US20240162955A1
公开(公告)日:2024-05-16
申请号:US18550398
申请日:2022-07-12
Applicant: Intel Corporation
Inventor: Nicholas Whinnett , Dawei Ying , Bishwarup Mondal , Jan Schreck , Jaemin Han , Leifeng Ruan , Jianli Sun
IPC: H04B7/06 , H04B7/0452
CPC classification number: H04B7/0617 , H04B7/0452 , H04B7/063 , H04B7/0632
Abstract: Various embodiments herein are directed to beamforming associated with multiple-input multiple-output (MIMO) modes in open radio access network (O-RAN) systems. In one embodiment, an apparatus comprises: memory to store beamforming configuration information associated with a plurality MIMO modes; and processing circuitry, coupled with the memory to: retrieve the beamforming configuration information from the memory; request, based on the beamforming configuration information, measurements associated with the plurality of MIMO modes; receive the measurements associated with the plurality of MIMO modes; and based on the received measurements, train an artificial intelligence/machine learning (AI/ML) model that is to predict relative beamforming performance between the plurality of MIMO modes.
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公开(公告)号:US20190357123A1
公开(公告)日:2019-11-21
申请号:US16079756
申请日:2016-10-24
Applicant: Intel Corporation and Intel IP Corporation
Inventor: Satish Chandra Jha , Qian Li , Guangjie Li , Yaser M. Fouad , Joonbeon Kim , Vesh Sharma Banjade , Lu Lu , Dawei Ying , Hassan Ghozhlan , Xiaoyun May Wu , Geng Wu
Abstract: Systems and methods of providing communications between UEs are generally described. A notification resource indicating subsequent transmission of a discovery message is transmitted from a UE to another UE using a discovery ID selected from a limited number of discovery IDs stored in the other UE. The other UE transmits a random access request to the UE having a temporary ID. The UE may not respond if the temporary ID is already used or may transmit data transmission information scrambled by the temporary ID. The other UE transmits a contention resolution PDU to the UE and may receive an ACK to indicate ID contention is not present, or either no response or a NACK to indicate the presence of ID contention. The other UE may either select a new temporary ID or use a backoff timer to retransmit the random access request at a random time.
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公开(公告)号:US20190052442A1
公开(公告)日:2019-02-14
申请号:US16079470
申请日:2016-10-28
Applicant: Intel Corporation and Intel IP Corporation
Inventor: Joonbeom Kim , Vesh Raj Sharma Banjade , Guangjie Li , Qian Li , Satish Jha , Hassan Ghozlan , Dawei Ying , Yaser M. Fouad , Lu Lu
Abstract: Systems and methods of providing DMRS for a UE are generally described. The DMRS locations in a resource unit of a Physical Resource Allocation of a shared channel are randomly determined, and the DMRS sequences randomly generated before transmission from a master UE to a wearable UE. The DMRS locations are disposed on different subcarriers and symbols in the resource unit and are repeated every k subframes or m resource units within the same subframe. In situations in which the collision/contention probability is relatively small, DMRS in control channels may be used rather than in the shared data channel.
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7.
公开(公告)号:US20240354654A1
公开(公告)日:2024-10-24
申请号:US18652374
申请日:2024-05-01
Applicant: Intel Corporation
Inventor: Dawei Ying , Jaemin Han , Leifeng Ruan , Hui Ma , Qian Li
Abstract: A machine-readable storage medium, an apparatus and a method, each corresponding to either a service consumer or a service producer of a non-real-time (non-RT) radio access network intelligent controller (RIC) of a Service Management and Orchestration Framework (SMO FW). Communications from the service consumer to the service producer include: a training request for artificial intelligence/machine learning (AI/ML) training job; a query regarding a training status of the AI/ML training job; a cancel training request to cancel the AI/ML training job; and a notification regarding the training status of the AI/ML training job.
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公开(公告)号:US20240137288A1
公开(公告)日:2024-04-25
申请号:US18399314
申请日:2023-12-28
Applicant: Intel Corporation
Inventor: Geng Wu , Leifeng Ruan , Qian Li , Dawei Ying
IPC: H04L41/16 , G06F18/214 , H04L47/70 , H04L47/762 , H04L47/783
CPC classification number: H04L41/16 , G06F18/214 , H04L47/762 , H04L47/783 , H04L47/822
Abstract: A data-centric network and non-Real-Time (RT) RAN Intelligence Controller (RIC) architecture are described. The data-centric network architecture provides data plane functions (DPFs) that serve as a shared database for control functions, user functions and management functions for data plane resources in a network. The DPFs interact with control plane functions, user plane functions, management plane functions, compute plane functions, network exposure functions, and application functions of the NR network via a service interface. The non-RT RIC provides functions via rApps, manages the rApps, performs conflict mitigation and security functions, monitors machine learning (ML) performance, provides a ML model catalog that contains ML model information, provides interface terminations and stores ML data and Near-RT RIC related information in a database. An ML training host trains and evaluates ML models in the catalog, obtains training and testing data from the database, and retrains and updates the ML models.
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公开(公告)号:US11902104B2
公开(公告)日:2024-02-13
申请号:US17186526
申请日:2021-02-26
Applicant: Intel Corporation
Inventor: Geng Wu , Leifeng Ruan , Qian Li , Dawei Ying
IPC: H04L41/16 , H04L47/783 , H04L47/762 , H04L47/70 , G06F18/214
CPC classification number: H04L41/16 , G06F18/214 , H04L47/762 , H04L47/783 , H04L47/822
Abstract: A data-centric network and non-Real-Time (RT) RAN Intelligence Controller (RIC) architecture are described. The data-centric network architecture provides data plane functions (DPFs) that serve as a shared database for control functions, user functions and management functions for data plane resources in a network. The DPFs interact with control plane functions, user plane functions, management plane functions, compute plane functions, network exposure functions, and application functions of the NR network via a service interface. The non-RT RIC provides functions via rApps, manages the rApps, performs conflict mitigation and security functions, monitors machine learning (ML) performance, provides a ML model catalog that contains ML model information, provides interface terminations and stores ML data and Near-RT RIC related information in a database. An ML training host trains and evaluates ML models in the catalog, obtains training and testing data from the database, and retrains and updates the ML models.
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公开(公告)号:US20230319773A1
公开(公告)日:2023-10-05
申请号:US18311508
申请日:2023-05-03
Applicant: Intel Corporation
Inventor: Dawei Ying , Nicholas Whinnett , Jan Schreck , Jaemin Han , Leifeng Ruan , Qian Li
IPC: H04W64/00
CPC classification number: H04W64/00
Abstract: Various embodiments herein provide techniques related to communication between a non real-time (Non-RT) radio access network (RAN) intelligent controller (RIC) and a near real-time (Near-RT) RIC. Specifically, the Non-RT RIC may identify physical positioning information related to a user equipment (UE); generate enrichment information (EI) related to the physical positioning information; and transmit the EI over an A1 interface to the Near-RT RIC. Other embodiments may be described and/or claimed.
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