File:Ballistic missile tracking using the interacting multiple model joint probabilistic data association filter (IA ballisticmissile1094537618).pdf
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Summary
[edit]Ballistic missile tracking using the interacting multiple model joint probabilistic data association filter
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| Author |
Dunton, Timothy M. |
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| Title |
Ballistic missile tracking using the interacting multiple model joint probabilistic data association filter |
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| Publisher |
Monterey, California: Naval Postgraduate School |
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| Description |
The success of interceptors used by the United States ballistic missile defense program is jeopardized by the use of hostile missile decoy deployment and evasive maneuvers. The ability to discriminate between legitimate threats and decoys is a crucial requirement for interceptor algorithms. The feasibility of the interacting multiple model joint probabilistic data association filter to effectively track a ballistic missile and detect decoys and maneuvers is the focus of this thesis. Model development and data association schemes are discussed along with optimized values for selected parameters. Performance comparisons of the resultant algorithm to a standard Kalman filter utilizing a nearest neighbor discriminator are conducted. Scenarios include combinations of missile maneuver and decoy deployment. While the Kalman filter experiences limited success, the proposed filter tracks the missile in every scenario. Subjects: Interacting multiple model; joint probabilistic data association filter; ballistic missile; decoy |
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| Language | English | |
| Publication date | September 2013 | |
| Current location |
IA Collections: navalpostgraduateschoollibrary; fedlink |
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| Accession number |
ballisticmissile1094537618 |
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| Source | ||
| Permission (Reusing this file) |
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. As such, it is in the public domain, and under the provisions of Title 17, United States Code, Section 105, may not be copyrighted. | |
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| This file has been identified as being free of known restrictions under copyright law, including all related and neighboring rights. | ||
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| current | 23:10, 14 July 2020 |  | 1,275 × 1,650, 111 pages (1.53 MB) | Fæ (talk | contribs) | FEDLINK - United States Federal Collection ballisticmissile1094537618 (User talk:Fæ/IA books#Fork8) (batch 1993-2020 #8915) |
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