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

共 28 条

[1] [Anonymous], 2004, Estimation With Applications to Tracking and Navigation: Theory Algorithms and Software
[2] IMM estimator versus optimal estimator for hybrid systems
Bar-Shalom, Y
Challa, S
Blom, HAP
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2005, 41 (03) : 986 - 991
[3] Bar-Shalom Y., 1996, IEEE ANTENN PROPAG M, V38, P62
[4] Battistini S., 2017, P 2017 IEEE AEROSPAC, P1
[5] Tracking of a ballistic missile with a-priori information
Benavoli, A.
Chisci, L.
Farina, A.
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2007, 43 (03) : 1000 - 1016
[6] Multiple hypothesis tracking for multiple target tracking
Blackman, SS
[J]. IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2004, 19 (01) : 5 - 18
[7] THE INTERACTING MULTIPLE MODEL ALGORITHM FOR SYSTEMS WITH MARKOVIAN SWITCHING COEFFICIENTS
BLOM, HAP
BARSHALOM, Y
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1988, 33 (08) : 780 - 783
[8] UNIVERSAL GRAVITY TURN TRAJECTORIES
CULLER, GJ
FRIED, BD
[J]. JOURNAL OF APPLIED PHYSICS, 1957, 28 (06) : 672 - 676
[9] Tracking a ballistic target: Comparison of several nonlinear filters
Farina, A
Ristic, B
Benvenuti, D
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2002, 38 (03) : 854 - 867
[10] Interacting multiple model filter for tactical ballistic missile tracking
Farrell, William J., III
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2008, 44 (02) : 418 - 426

← 1 2 3 →