Tensor decomposition-based big data processing system and processing method for spectrum monitoring

    公开(公告)号:US11659421B2

    公开(公告)日:2023-05-23

    申请号:US17117601

    申请日:2020-12-10

    CPC classification number: H04W24/08

    Abstract: A method of processing spectrum monitoring (SM) big data based on tensor decomposition comprises the steps of: S1: processing calibration of geolocation V, synchronized clock t, synchronized time tn(0 . . . N); of SM stations and determining SM sampling point M and bandwidth B; S2: processing discretization for a monitoring time and structured processing of SM data for a monitoring period to obtain a one-dimensional SM sequence Itn at the given sampling time and a two-dimensional SM matrix W at the given monitoring period; S3: constructing a cuboid matrix Q based on the two-dimensional SM matrix W, processing tensor decomposition for the cuboid matrix Q and identify the emitter.

    Tensor Decomposition-Based Big Data Processing System and Processing method for Spectrum Monitoring

    公开(公告)号:US20210392523A1

    公开(公告)日:2021-12-16

    申请号:US17117601

    申请日:2020-12-10

    Abstract: A method of processing spectrum monitoring (SM) big data based on tensor decomposition comprises the steps of: S1: processing calibration of geolocation V, synchronized clock t, synchronized time tn(0 . . . N); of SM stations and determining SM sampling point M and bandwidth B; S2: processing discretization for a monitoring time and structured processing of SM data for a monitoring period to obtain a one-dimensional SM sequence Itn at the given sampling time and a two-dimensional SM matrix W at the given monitoring period; S3: constructing a cuboid matrix Q based on the two-dimensional SM matrix W, processing tensor decomposition for the cuboid matrix Q and identify the emitter.

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