Future state prediction based on observer for missile system
Guided missile accuracy and precision is negatively impacted by seeker delay, more specifically by the delay introduced by a mechanical seeker gimbal and the computational time taken to process the raw data. To meet the demands and expectations of modern missiles systems, the impact of this hardware...
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creator | Smithson, W. K Wang, Xinhua |
description | Guided missile accuracy and precision is negatively impacted by seeker delay,
more specifically by the delay introduced by a mechanical seeker gimbal and the
computational time taken to process the raw data. To meet the demands and
expectations of modern missiles systems, the impact of this hardware limitation
must be reduced. This paper presents a new observer design that predicts the
future state of a seeker signal, augmenting the guidance system to mitigate the
effects of this delay. The design is based on a novel two-step differentiator,
which produces the estimated future time derivatives of the signal. The input
signal can be nonlinear and provides for simple integration into existing
systems. A bespoke numerical guided missile simulation is used to demonstrate
the performance of the observer within a missile guidance system. Both
non-manoeuvring and randomly manoeuvring target engagement scenarios are
considered. |
doi_str_mv | 10.48550/arxiv.2411.08576 |
format | Article |
fullrecord | <record><control><sourceid>arxiv_GOX</sourceid><recordid>TN_cdi_arxiv_primary_2411_08576</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2411_08576</sourcerecordid><originalsourceid>FETCH-arxiv_primary_2411_085763</originalsourceid><addsrcrecordid>eNpjYJA0NNAzsTA1NdBPLKrILNMzMjE01DOwMDU342SwcSstKS1KVSguSSxJVSgoSk3JTC7JzM9TSEosTk1RADLyk4pTi8pSixTS8osUcjOLizNzgMori0tSc3kYWNMSc4pTeaE0N4O8m2uIs4cu2J74gqLM3MSiyniQffFg-4wJqwAAPOo1yQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Future state prediction based on observer for missile system</title><source>arXiv.org</source><creator>Smithson, W. K ; Wang, Xinhua</creator><creatorcontrib>Smithson, W. K ; Wang, Xinhua</creatorcontrib><description>Guided missile accuracy and precision is negatively impacted by seeker delay,
more specifically by the delay introduced by a mechanical seeker gimbal and the
computational time taken to process the raw data. To meet the demands and
expectations of modern missiles systems, the impact of this hardware limitation
must be reduced. This paper presents a new observer design that predicts the
future state of a seeker signal, augmenting the guidance system to mitigate the
effects of this delay. The design is based on a novel two-step differentiator,
which produces the estimated future time derivatives of the signal. The input
signal can be nonlinear and provides for simple integration into existing
systems. A bespoke numerical guided missile simulation is used to demonstrate
the performance of the observer within a missile guidance system. Both
non-manoeuvring and randomly manoeuvring target engagement scenarios are
considered.</description><identifier>DOI: 10.48550/arxiv.2411.08576</identifier><language>eng</language><subject>Computer Science - Systems and Control</subject><creationdate>2024-11</creationdate><rights>http://creativecommons.org/licenses/by/4.0</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>228,230,782,887</link.rule.ids><linktorsrc>$$Uhttps://arxiv.org/abs/2411.08576$$EView_record_in_Cornell_University$$FView_record_in_$$GCornell_University$$Hfree_for_read</linktorsrc><backlink>$$Uhttps://doi.org/10.48550/arXiv.2411.08576$$DView paper in arXiv$$Hfree_for_read</backlink></links><search><creatorcontrib>Smithson, W. K</creatorcontrib><creatorcontrib>Wang, Xinhua</creatorcontrib><title>Future state prediction based on observer for missile system</title><description>Guided missile accuracy and precision is negatively impacted by seeker delay,
more specifically by the delay introduced by a mechanical seeker gimbal and the
computational time taken to process the raw data. To meet the demands and
expectations of modern missiles systems, the impact of this hardware limitation
must be reduced. This paper presents a new observer design that predicts the
future state of a seeker signal, augmenting the guidance system to mitigate the
effects of this delay. The design is based on a novel two-step differentiator,
which produces the estimated future time derivatives of the signal. The input
signal can be nonlinear and provides for simple integration into existing
systems. A bespoke numerical guided missile simulation is used to demonstrate
the performance of the observer within a missile guidance system. Both
non-manoeuvring and randomly manoeuvring target engagement scenarios are
considered.</description><subject>Computer Science - Systems and Control</subject><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>GOX</sourceid><recordid>eNpjYJA0NNAzsTA1NdBPLKrILNMzMjE01DOwMDU342SwcSstKS1KVSguSSxJVSgoSk3JTC7JzM9TSEosTk1RADLyk4pTi8pSixTS8osUcjOLizNzgMori0tSc3kYWNMSc4pTeaE0N4O8m2uIs4cu2J74gqLM3MSiyniQffFg-4wJqwAAPOo1yQ</recordid><startdate>20241113</startdate><enddate>20241113</enddate><creator>Smithson, W. K</creator><creator>Wang, Xinhua</creator><scope>AKY</scope><scope>GOX</scope></search><sort><creationdate>20241113</creationdate><title>Future state prediction based on observer for missile system</title><author>Smithson, W. K ; Wang, Xinhua</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-arxiv_primary_2411_085763</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Computer Science - Systems and Control</topic><toplevel>online_resources</toplevel><creatorcontrib>Smithson, W. K</creatorcontrib><creatorcontrib>Wang, Xinhua</creatorcontrib><collection>arXiv Computer Science</collection><collection>arXiv.org</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Smithson, W. K</au><au>Wang, Xinhua</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Future state prediction based on observer for missile system</atitle><date>2024-11-13</date><risdate>2024</risdate><abstract>Guided missile accuracy and precision is negatively impacted by seeker delay,
more specifically by the delay introduced by a mechanical seeker gimbal and the
computational time taken to process the raw data. To meet the demands and
expectations of modern missiles systems, the impact of this hardware limitation
must be reduced. This paper presents a new observer design that predicts the
future state of a seeker signal, augmenting the guidance system to mitigate the
effects of this delay. The design is based on a novel two-step differentiator,
which produces the estimated future time derivatives of the signal. The input
signal can be nonlinear and provides for simple integration into existing
systems. A bespoke numerical guided missile simulation is used to demonstrate
the performance of the observer within a missile guidance system. Both
non-manoeuvring and randomly manoeuvring target engagement scenarios are
considered.</abstract><doi>10.48550/arxiv.2411.08576</doi><oa>free_for_read</oa></addata></record> |
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subjects | Computer Science - Systems and Control |
title | Future state prediction based on observer for missile system |
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