MACHINE LEARNING TECHNIQUES FOR LOCATION TRACKING

    公开(公告)号:EP3933711A1

    公开(公告)日:2022-01-05

    申请号:EP20214977.9

    申请日:2020-12-17

    申请人: Intel Corporation

    IPC分类号: G06N3/08

    摘要: A device including one or more processors configured to obtain an motion dataset of the device; generate one or more parameters for a machine learning algorithm based on the motion dataset; generate a predicted device trajectory using the machine learning algorithm; determine an error value of the machine learning algorithm using a cost function, wherein the error value is based on a difference between the predicted device trajectory and a reference trajectory; adjust the cost function to minimize the error value; generate one or more optimized parameters based on the adjusted cost function; and adjust the machine learning algorithm based on the one or more optimized parameters.