Filter algorithm of passive location by IRSTS
Zhanwu Li
Abstract
Zhanwu Li
Abstract
First building the filter algorithm model of passive location by IRSTS by means of extended kalman filter,then aiming at the speciality of transcendental noise statistics and linearization error of measurement model effecting on filter precision during the study of extended kalman filter,adaptive extended kalman filter algorithm for passive location by IRSTS by means of subjuctive noise technique is advanced.It improved on extended kalman filter algorithm and approximated subjuctive noise statistics.The algorithm degraded linearization error and enhanced the nonlinear filter precision.The simulation experimental results show the advantage of adaptive extended kalman filter algorithm under the same condition,the algorithm supplied practical value of engineering.
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First building the filter algorithm model of passive location by IRSTS by means of extended kalman filter,then aiming at the speciality of transcendental noise statistics and linearization error of measurement model effecting on filter precision during the study of extended kalman filter,adaptive extended kalman filter algorithm for passive location by IRSTS by means of subjuctive noise technique is advanced.It improved on extended kalman filter algorithm and approximated subjuctive noise statistics.The algorithm degraded linearization error and enhanced the nonlinear filter precision.The simulation experimental results show the advantage of adaptive extended kalman filter algorithm under the same condition,the algorithm supplied practical value of engineering.
Key concepts: Alpha beta filter, Invariant extended Kalman filter, Kalman filter, Kernel adaptive filter, Fast Kalman filter, Extended Kalman filter, Control theory (sociology), Ensemble Kalman filter