Switching Multiple Model Filter for Boost-Phase Missile Tracking

被引：14

作者：

Menegaz, Henrique M. T. ^{[1
]}

Battistini, Simone ^{[1
]}

机构：

[1] Univ Brasilia, Fac Gama, BR-70910900 Brasilia, DF, Brazil

来源：

IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS | 2018年 / 54卷 / 05期

关键词：

UNSCENTED KALMAN FILTER; TARGET-TRACKING; BALLISTIC-MISSILE; ALGORITHM;

D O I：

10.1109/TAES.2018.2822118

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

This paper introduces a filter for tracking a ballistic missile during its boost phase. This filter includes a new switching algorithm and a modified interacting multiple model unscented filter (IMMUF), where the Markov transition matrix is time variable. Position, velocity, and all unknown parameters of a medium-range ballistic missile model are reconstructed. Simulations demonstrate that the new filter is able to consistently estimate a missile's trajectory and all unknown parameters and to outperform the previous forms of the IMMUF.

引用

页码：2547 / 2553

页数：7

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