LOW COMPLEXITY ML AUGMENTED ROBUST CHANNEL ESTIMATION

    公开(公告)号:US20250158850A1

    公开(公告)日:2025-05-15

    申请号:US18930930

    申请日:2024-10-29

    Abstract: A method includes acquiring, by a processor of an electronic device, information associated with channel and noise covariances. The method includes determining one or more time-domain rectangular filters based on the information associated with the channel and noise covariances. The method includes generating one or more convolutional kernels based on the one or more rectangular filters applied to the channel and noise covariances in a time-domain. The method includes generating a codebook based on the one or more convolutional kernels, the codebook comprising N codewords. Further, the method can include establishing a communication link to a gNB configured to: receive a reference signal from a user equipment; receive the codebook; calculate channel statistics using a low complexity algorithm; execute a decision tree classifier to select a codeword from the codebook stored in memory of the gNB; and apply the selected codeword as convolution kernel for channel estimation.

    UE ASSISTED ON-DEMAND ROBUST PHASE CALIBRATION ALGORITHM FOR DISTRIBUTED MIMO BASED ON MULTI-PORT CSI-RS PMI FEEDBACK

    公开(公告)号:US20240421858A1

    公开(公告)日:2024-12-19

    申请号:US18604406

    申请日:2024-03-13

    Abstract: A method of operating a network entity includes transmitting, via a first TRP and a second TRP, a first DL RS; receiving from a UE, based on the first DL RS, first CSI; determining, based on the first CSI, a calibrated quadrant; transmitting, via the first TRP and the second TRP, a second DL RS based on the calibrated quadrant; and receiving from the UE, based on the second DL RS, second CSI. The method further includes, for N iterations, determining, based on the (N+1)th CSI, an adjusted calibrated phase; transmitting, via the first TRP and the second TRP, an (N+2)th DL RS based on the adjusted calibrated phase; and receiving from the UE, based on the (N+2)th DL RS, (N+2)th CSI. The method further includes, after the N iterations, determining, based on a most recently received (N+2)th CSI, a converged calibrated phase.

    PMI FEEDBACK-BASED CALIBRATION IN DISTRIBUTED MIMO

    公开(公告)号:US20240333358A1

    公开(公告)日:2024-10-03

    申请号:US18525682

    申请日:2023-11-30

    CPC classification number: H04B7/0639 H04B7/0626 H04B7/063 H04L5/0051

    Abstract: A method of operating a network entity includes receiving, from a UE, via a first TRP and a second TRP, a SRS, and estimating a channel based on the received SRS. The method further includes, for N iterations: transmitting, via the first TRP, a CSI-RS with a first polarization; transmitting, via the second TRP, the CSI-RS with a second polarization and a controlled phase offset; receiving, from the user equipment UE, a PMI report associated with the CSI-RS including co-phasing information between the first polarization and the second polarization; and updating the controlled phase offset, based on the co-phasing information. After the N iterations, the method further includes, based on the controlled phase offset and the co-phasing information, determining a phase mis-match for phase calibration between the first TRP and the second TRP.

    PHASE-TIMING CALIBRATION ALGORITHM FOR DISTRIBUTED MIMO USING CSI-RS RESOURCES

    公开(公告)号:US20240429982A1

    公开(公告)日:2024-12-26

    申请号:US18603107

    申请日:2024-03-12

    Abstract: A method performed by a network entity includes determining a target timing mismatch for a phase timing slope between first and second channel state information-reference signal (CSI-RS) resources, and determining, based on the target timing mismatch, a first band separation between a first calibrated phase for the first the second CSI-RS resource and a second calibrated phase for the first and the second CSI-RS resource. The method further includes determining a first frequency band for the first calibrated phase, and determining, based on the band separation, a second frequency band for the second calibrated phase. The method further includes determining, based on the band separation between the first calibrated phase the second calibrated phase, a first phase timing slope between the first the second CSI-RS resource, and performing joint transmission from a first TRP and a second TRP based on the first phase timing slope.

    DISTRIBUTED MIMO CALIBRATION
    5.
    发明申请

    公开(公告)号:US20240429974A1

    公开(公告)日:2024-12-26

    申请号:US18416510

    申请日:2024-01-18

    Abstract: A method of operating a network entity includes receiving, via a first TRP and a second TRP, information associated with a SRS from a UE, and estimating a channel based on the information associated with the SRS. The method further includes, for N iterations: transmitting, via a first CSI-RS port from a CSI-RS resource, from the first TRP, a CSI-RS; transmitting, via a second CSI-RS port from the CSI-RS resource, from the second TRP, the CSI-RS with a controlled phase offset; receiving a PMI report associated with the CSI-RS including a measured phase offset between the first CSI-RS port and the second CSI-RS port; and updating the controlled phase offset, based on the measured phase offset. The method further includes, after the N iterations, based on the controlled phase offset and the measured phase offset, determining a phase mis-match for phase calibration between the first TRP and the second TRP.

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