Channel Estimation Using Machine Learning
    71.
    发明公开

    公开(公告)号:US20240056336A1

    公开(公告)日:2024-02-15

    申请号:US18267138

    申请日:2021-12-09

    CPC classification number: H04L25/0254 H04L25/0204

    Abstract: A method for performing multiple-input and multiple-output channel estimation includes: generating, using a first machine-learning model, an initial set of estimated channel information from a first input set of channel information, wherein the first input set of channel information corresponds to a first plurality of radio-frequency chains, and wherein the estimated set of channel information corresponds to the first plurality of radio-frequency chains and a second plurality of radio-frequency chains; generating, using a second machine-learning model, a set of estimated channel phases from the initial set of estimated channel information and a second input set of channel information, wherein the second set of input channel information corresponds to the second plurality of radio-frequency chains; and combining the initial set of estimated channel information and the set of estimated channel phases to generate an enhanced set of estimated channel information.

    Radio Detector
    72.
    发明公开
    Radio Detector 审中-公开

    公开(公告)号:US20240022341A1

    公开(公告)日:2024-01-18

    申请号:US18345344

    申请日:2023-06-30

    CPC classification number: H04B17/318

    Abstract: An apparatus, method and computer program is described comprising: determining, using a first passive module, whether one or more of a first plurality of frequency ranges is occupied, wherein each of the first plurality of frequency ranges has one of a first set of one or more bandwidths; determining, using a second passive module, whether one or more of a second plurality of frequency ranges is occupied, wherein each of the second plurality of frequency ranges has one of a second set of one or more bandwidths, and wherein a smallest bandwidth amongst the second set of bandwidths is larger than a largest bandwidth amongst the first set of bandwidths; and triggering an active module in the event that one or more of the first plurality of frequency ranges is determined to be occupied and none of said second plurality of frequency ranges is determined to be occupied, wherein the active module comprises a radio detector for detecting a target waveform.

    PRE-EMPTIVE RECONFIGURATION OF MEASUREMENT GAP PATTERN FOR LOW POSITIONING LATENCY

    公开(公告)号:US20240007986A1

    公开(公告)日:2024-01-04

    申请号:US18250439

    申请日:2021-10-07

    CPC classification number: H04W64/00

    Abstract: A measurement gap pattern configuration method of a network element (130) of a wireless communications system includes sending, by the network element (130), assistance data to a user equipment (UE) (110) of the wireless communications system; sending, by the network element (130), positioning performance target data and at least a portion of the assistance data to a serving next generation Node B (gNB) (120) of the UE (110); sending a positioning request to the UE (110); and notifying the gNB (120) that a positioning session has started with respect to the UE (110) by sending a positioning session start notification message to the gNB (120).

    METHODS AND APPARATUSES RELATING TO WIRELESS COMMUNICATION

    公开(公告)号:US20230413201A1

    公开(公告)日:2023-12-21

    申请号:US18207381

    申请日:2023-06-08

    CPC classification number: H04W56/0015 H04B17/328

    Abstract: This specification describes an apparatus comprising: means for receiving, at a target user equipment, UE, a signal including information indicative of supporting UE measurements of signals transmitted from the target UE to a supporting UE via a multipath communications channel, the supporting UE measurements including delay and angle measurements of the signals transmitted from the target UE to the supporting UE via the multipath communications channel; means for time-aligning the supporting UE measurements with target UE measurements of signals transmitted from the supporting UE to the target UE via the multipath communications channel, the target UE measurements including delay and angle measurements for the signals transmitted from the supporting UE to the target UE via the multipath communications channel; means for determining, based on the time-aligned measurements, an association between a component of the target UE measurements and at least one respective component of the supporting UE measurements, wherein the associated components are determined to correspond to a particular reflector in an environment of the target UE; and means for determining, based on the associated components, location information for the particular reflector.

    DYNAMIC ANTENNA ARRAY ANGULAR PHASE DEVIATION COMPENSATION FOR BROAD BEAM POSITIONING

    公开(公告)号:US20230375655A1

    公开(公告)日:2023-11-23

    申请号:US18247099

    申请日:2021-09-10

    CPC classification number: G01S5/0036 G01S5/0244 G01S13/878 G01S5/0236

    Abstract: Systems, methods, apparatuses, and computer program products for dynamic antenna array angular phase deviation compensation for broad beam positioning. For example, certain embodiments may provide for multi-round trip time (multi-RTT) positioning where a user equipment (UE) may report time of departure (TOD) compensation values to a serving gNB and/or location management function (LMF). The LMF may calibrate the RTT computation with the received TOD compensation values. As another example, certain embodiments may provide for uplink time difference of arrival (UL-TDOA) positioning where an LMF may signal calculated assistance information to the UE to request time of departure TOD compensation values. The UE may report the TOD compensation values to a location management function (LMF), and the LMF may compensate initial relative time of arrival (RTOA) estimates using the TOD compensation values.

    DEVICE POSITIONING
    76.
    发明公开
    DEVICE POSITIONING 审中-公开

    公开(公告)号:US20230176169A1

    公开(公告)日:2023-06-08

    申请号:US18060914

    申请日:2022-12-01

    CPC classification number: G01S5/0218 G01S13/72

    Abstract: Apparatus and methods for apparatus positioning are provided. Solution includes receiving (300) by an apparatus from a network element a signal having multipath propagated signal components and obtaining time domain samples of the multipath propagated signal components, mapping (302) the time domain samples to one or more frequency offset-delay pairs to obtain frequency offsets and delays of the received multipath propagated signal components, calculating (304) angle of arrival of one or more multipath propagated signal components, determining (306) the multipath propagated signal component corresponding to the direct propagation path between the apparatus and the network element, and controlling (308) the utilisation of the angle of arrival and delay of the multipath propagated signal component corresponding to the direct propagation path in the determination of the location of the apparatus.

    POSITIONING
    77.
    发明公开
    POSITIONING 审中-公开

    公开(公告)号:US20230164737A1

    公开(公告)日:2023-05-25

    申请号:US18054673

    申请日:2022-11-11

    CPC classification number: H04W64/003 G01S5/0273

    Abstract: A method, apparatus and computer readable medium are provided for determining position information of a receiver device. The method includes determining a plurality of beams and combining received multipath signals from the plurality of the beams. The received multipath signals are generated by a transmitter device. The method also includes determining, based at least in part on the combined received multipath signals, a line of sight signal and determining, based at least in part on the line of sight signal, position information of a receiver device.

    DEVICE POSITIONING
    78.
    发明申请

    公开(公告)号:US20230084811A1

    公开(公告)日:2023-03-16

    申请号:US17931845

    申请日:2022-09-13

    Abstract: Apparatus and methods for apparatus positioning are provided. Solution comprises monitoring relative vertical movement of an apparatus utilising repeated readings of a barometric sensor; comparing monitored relative movement to a given threshold and determining whether the vertical position of the apparatus is changed or unchanged based on the comparison and controlling calculation of the position of the apparatus based on the determination.

    ARRANGEMENT FOR DETERMINING A LOCATION OF A BASE STATION

    公开(公告)号:US20220124668A1

    公开(公告)日:2022-04-21

    申请号:US17495189

    申请日:2021-10-06

    Abstract: An arrangement for determining a location of a base station by user equipment uses measurements of reference signals of a base station from different user equipment positions. The measurement results are preprocessed and then provided to a machine learning entity. The machine learning entity estimates the location of the base station and provides the estimated location for use in other functionality of the user equipment.

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