MULTIPATH ROBUST ANTENNA DESIGN FOR PHASE-BASED DISTANCE MEASUREMENT

    公开(公告)号:US20240113426A1

    公开(公告)日:2024-04-04

    申请号:US18485320

    申请日:2023-10-12

    IPC分类号: H01Q3/24 H01Q3/44

    CPC分类号: H01Q3/247 H01Q3/44

    摘要: A system and method reconfiguring an antenna for reducing and/or eliminating the effects of multipath on a phase-based measurement system. The method includes steering an antenna unit into a first direction to cause the antenna unit to generate a first constant tone (CT) signal based on a plurality of multipath signals. The method includes performing a phase measurement on the first CT signal to generate a first phase measurement value. The method includes steering the antenna unit into a second direction to cause the antenna unit to generate a second CT signal based on the plurality of multipath signals. The method includes performing a phase measurement on the second CT signal to generate a second phase measurement value. The method includes determining a change in multipath interference at the antenna unit among the plurality of multipath signals. The method includes re-steering the antenna unit into the first direction.

    MACHINE LEARNING-BASED ANTENNA ARRAY VALIDATION, PROTOTYPING AND OPTIMIZATION

    公开(公告)号:US20220294126A1

    公开(公告)日:2022-09-15

    申请号:US17716888

    申请日:2022-04-08

    IPC分类号: H01Q21/24 H04L27/36 H01Q3/26

    摘要: An example method of estimating the angular resolution of antenna array comprises: receiving a plurality of values of magnitude and phase of a radio frequency (RF) signal for each antenna element of a plurality of antenna elements comprised by an antenna array; performing, by a machine learning model, a feature extraction operation to transform the plurality of values of magnitude and phase into a plurality of data points in a reduced-dimension space; clustering, by the machine learning model, the plurality of data points into a plurality of clusters; and computing, based on the clustered data points, an angular resolution value for the antenna array.