Semantic Communication: Protocol Stack and Model Selection

    公开(公告)号:US20230412709A1

    公开(公告)日:2023-12-21

    申请号:US17876714

    申请日:2022-07-29

    Applicant: Apple Inc.

    CPC classification number: H04L69/161 H04W72/042 H04L1/0057 H04L69/22

    Abstract: This disclosure relates to techniques for performing communication in a wireless communication system. The communication may be semantic communication and/or may use a programmable protocol stack. A protocol stack at a transmitter and/or receiver may include customization from an application platform, e.g., which may replace one or more layers relative to a non-customized protocol stack. A transmitter may transmit data, via the customized protocol stack, using a best effort data channel, e.g., with transmission characteristics that are relatively lossy in comparison to a data channel used by the non-customized protocol stack. A receiver may receive the data and may, e.g., if the data is corrupted, select one or more model to recover the data and/or determine whether reception is successful, e.g., from a semantic point of view. The proposed system may support higher data rates, less retransmissions, and/or better quality of user experience.

    Communication system with network-aware reconfigurable intelligent surfaces

    公开(公告)号:US12289151B2

    公开(公告)日:2025-04-29

    申请号:US18069875

    申请日:2022-12-21

    Applicant: Apple Inc.

    Abstract: A communication system may include an access point (AP), user equipment (UE) device, and reconfigurable intelligent surface (RIS). The UE may control the RIS by transmitting control signals that configure antenna elements on the RIS. The RIS may reflect wireless signals between the UE and the AP. The RIS may be known to the network. The UE may transmit a report to the AP that includes information about the RIS. The UE may receive assistance information from the AP. The UE may control the RIS based at least in part on the assistance information. The UE may transmit measurement reports to the AP. The AP may update its signal beams based on the information about the RIS and the measurement reports. Providing the network with awareness of the RIS may serve to optimize the wireless performance of the UE device and/or the network.

    RADIO BEARER IDENTIFIER ASSIGNMENT IN RADIO PROTOCOL ARCHITECTURES FOR CELL-FREE NETWORKS

    公开(公告)号:US20250056321A1

    公开(公告)日:2025-02-13

    申请号:US18797299

    申请日:2024-08-07

    Applicant: APPLE INC.

    Abstract: Systems and methods for radio protocol architectures in cell-free networks are disclosed herein. One or more base stations make up a cell-free cluster that serves a user equipment (UE). A clustering control function (CCF) may establish, for a radio bearer that communicates data between the cluster and the UE, one or more sub-clusters of the one or more base stations. Each sub-cluster corresponds to a unique RLC entity within the protocol stack for the radio bearer in question. The CCF communicates with the base stations of the cluster and the UE to establish this sub-clustering arrangement. Details of this messaging are described herein. Data of the radio bearer is then transmitted between the cluster and the UE according to the established sub-clusters/RLC entities. For example, the network may transport either the same data of the radio bearer and/or unique data of the radio bearer through any/each of the sub-clusters/RLC entities.

    SYSTEMS AND METHODS FOR CLUSTERING IN CELL-FREE NETWORKS

    公开(公告)号:US20250056252A1

    公开(公告)日:2025-02-13

    申请号:US18794755

    申请日:2024-08-05

    Applicant: APPLE INC.

    Abstract: Systems and methods for clustering in cell-free networks are described herein. A cluster of one or more base stations provides radio access network (RAN) functionality to a user equipment (UE) within the wireless communication system in a cell-free manner (e.g., without using a base-station-centric cell context, as in prior wireless communication systems). A cluster that is serving a UE comprises one or more connected base stations (cBSs) that actively serve the UE. A clustering control function (CCF) of the network establishes and maintains the cluster that is serving one or more UEs. Herein, messaging systems and messaging types used by the CCF, base station(s), and UE(s) within this cell-free context are discussed. Initial clustering methods used by a CCF to form a cluster for a UE are discussed. Further, clustering update methods used by a CCF to maintain/modify a cluster for a UE are discussed.

    Systems and Methods for Split Control of Reconfigurable Intelligent Surfaces

    公开(公告)号:US20240258708A1

    公开(公告)日:2024-08-01

    申请号:US18160245

    申请日:2023-01-26

    Applicant: Apple Inc.

    CPC classification number: H01Q19/10 H04B7/0639 H04B7/08

    Abstract: A communication system may include a base station (BS), a user equipment (UE) device, a reconfigurable intelligent surface (RIS) having a local controller, and a remote controller. Antenna elements on the RIS may reflect signals between the BS and UE while exhibiting reflection coefficients. The remote controller may transmit a control model and the UE may transmit local information to the local controller, which generates the reflection coefficients based on the local information and control model. Alternatively, the remote controller may transmit the control model to the UE and a codebook to the RIS. The UE may transmit an identifier to the RIS based on local information and the control model. The local controller may implement reflection coefficients of a codebook entry identified by the identifier. Splitting control of the RIS in these ways may minimize communication overhead, provide coverage extension for the UE, and optimize privacy.

    Systems and Methods for Controlling Reconfigurable Intelligent Surfaces

    公开(公告)号:US20240097744A1

    公开(公告)日:2024-03-21

    申请号:US18464161

    申请日:2023-09-08

    Applicant: Apple Inc.

    CPC classification number: H04B7/04013 H04B7/0628 H04B7/063

    Abstract: A system may include an access point (AP), user equipment (UE), and a reconfigurable intelligent surface (RIS). The RIS may include an array of elements coupled to adjustable devices controlled to cause the array to reflect signals in different directions. The RIS may be controlled in a first mode in which the AP controls the adjustable devices, a second mode in which the UE controls the adjustable devices, and a third mode in which the RIS controls the adjustable devices. The RIS, AP, or UE may determine which mode to place the RIS in based on a downlink signal transmitted by the AP, an uplink signal transmitted by the UE, measurements of the signals performed on the RIS, a first distance or round trip time between the AP and the RIS, and/or a second distance or round trip time between the UE and the RIS.

    SYSTEMS AND METHODS FOR PERFORMING CLUSTERING UPDATES IN CELL-FREE NETWORKS

    公开(公告)号:US20250056253A1

    公开(公告)日:2025-02-13

    申请号:US18794833

    申请日:2024-08-05

    Applicant: APPLE INC.

    Abstract: Systems and methods for clustering in cell-free networks are described herein. A cluster of one or more base stations provides radio access network (RAN) functionality to a user equipment (UE) within the wireless communication system in a cell-free manner (e.g., without using a base-station-centric cell context, as in prior wireless communication systems). A cluster that is serving a UE comprises one or more connected base stations (cBSs) that actively serve the UE. A clustering control function (CCF) of the network establishes and maintains the cluster that is serving one or more UEs. Herein, messaging systems and messaging types used by the CCF, base station(s), and UE(s) within this cell-free context are discussed. Initial clustering methods used by a CCF to form a cluster for a UE are discussed. Further, clustering update methods used by a CCF to maintain/modify a cluster for a UE are discussed.

    DISTRIBUTED RESOURCE ALLOCATION IN CELL-FREE MIMO WITH ONE-ROUND MESSAGE EXCHANGE

    公开(公告)号:US20240121665A1

    公开(公告)日:2024-04-11

    申请号:US18372488

    申请日:2023-09-25

    Applicant: Apple Inc.

    CPC classification number: H04W28/0862 H04L1/1812 H04W28/18

    Abstract: Disclosed are methods, systems, and computer-readable medium to perform operations including: a method for distributed coordination between L2 nodes. In one aspect, the method can include actions of detecting, by a first L2-node, an occurrence of a triggering condition, determining, by the first L2-node, a plurality of message recipients, wherein each message recipient of the plurality of recipients is another L2-node, determining, by the first L2-node, a message type based on (i) the detected occurrence of the triggering condition and (ii) the determined plurality of message recipients, and transmitting, by the first L2-node, a message of the determined message type to each of the plurality of message recipients.

    MAC Architectures for Adaptive NOMA Modulation

    公开(公告)号:US20240098704A1

    公开(公告)日:2024-03-21

    申请号:US17949691

    申请日:2022-09-21

    Applicant: Apple Inc.

    CPC classification number: H04W72/04 H04L1/004

    Abstract: A device includes a wireless transceiver and a processor. The processor is configured to determine a set of resources to be used for a set of multiplexed non-orthogonal multiple access (NOMA) transmissions to or from a set of wireless devices; select, per individual wireless device of the set of wireless devices, a forward error correction (FEC) coding scheme to be used for a respective NOMA transmission, of the set of multiplexed NOMA transmissions, to or from an individual wireless device; select, from a codebook, a joint modulation scheme to be used for the set of multiplexed NOMA transmissions; and transmit, via the wireless transceiver and to a wireless device of the set of wireless devices, a first indication of the FEC coding scheme for a respective NOMA transmission to or from the wireless device, and a second indication of the joint modulation scheme.

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