Adaptive, Integrated Guidance and Control Design for Line-of-Sight Based Formation Flight
This paper presents an integrated guidance and control design for formation flight using a combination of adaptive output feedback and backstepping techniques without an underlying time-scale separation assumption. We formulate the problem as an adaptive output feedback control problem for a line-of...
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creator | Kim, Byoung S Calise, Anthony J Sattigeri, Ramachandra J |
description | This paper presents an integrated guidance and control design for formation flight using a combination of adaptive output feedback and backstepping techniques without an underlying time-scale separation assumption. We formulate the problem as an adaptive output feedback control problem for a line-of-sight (LOS) based formation flight configuration of a leader and a follower aircraft. The design objective is to regulate range and two bearing angle rates while maintaining turn coordination. Adaptive neural networks are trained online with available measurements to compensate for unmodeled nonlinearities in the design process. These include uncertainties due to unknown leader aircraft acceleration, and the modeling error due to parametric uncertainties in the aircraft aerodynamic derivatives. One benefit of this approach is that the guidance and flight control design process is integrated. Simulation results using a nonlinear 6DOF simulation model are presented to illustrate the efficacy of the approach by comparing the performance with a time-scale separation based design.
Presented at the Guidance, Navigation, and Control Conference and Exhibit, AIAA 2006-6716, held in Keystone, CO, on 21-24 Aug 2006. Prepared in cooperation with Gyeongsang National University, Gyeongnam, South Korea. U.S. Government or Federal Rights License. The original document contains color images. |
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Presented at the Guidance, Navigation, and Control Conference and Exhibit, AIAA 2006-6716, held in Keystone, CO, on 21-24 Aug 2006. Prepared in cooperation with Gyeongsang National University, Gyeongnam, South Korea. U.S. Government or Federal Rights License. The original document contains color images.</description><language>eng</language><subject>ADAPTIVE SYSTEMS ; AERODYNAMICS ; BEARING(DIRECTION) ; CONFIGURATIONS ; CONTROL ; DEGREES OF FREEDOM ; DRONES ; FEEDBACK ; FLIGHT CONTROL SYSTEMS ; FORMATION FLIGHT ; GUIDANCE ; LINE OF SIGHT ; LOS(LINE-OF-SIGHT) ; Military Aircraft Operations ; NEURAL NETS ; Pilotless Aircraft ; SYMPOSIA</subject><creationdate>2006</creationdate><rights>Approved for public release; distribution is unlimited.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,780,885,27567,27568</link.rule.ids><linktorsrc>$$Uhttps://apps.dtic.mil/sti/citations/ADA499368$$EView_record_in_DTIC$$FView_record_in_$$GDTIC$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Kim, Byoung S</creatorcontrib><creatorcontrib>Calise, Anthony J</creatorcontrib><creatorcontrib>Sattigeri, Ramachandra J</creatorcontrib><creatorcontrib>GEORGIA INST OF TECH ATLANTA</creatorcontrib><title>Adaptive, Integrated Guidance and Control Design for Line-of-Sight Based Formation Flight</title><description>This paper presents an integrated guidance and control design for formation flight using a combination of adaptive output feedback and backstepping techniques without an underlying time-scale separation assumption. We formulate the problem as an adaptive output feedback control problem for a line-of-sight (LOS) based formation flight configuration of a leader and a follower aircraft. The design objective is to regulate range and two bearing angle rates while maintaining turn coordination. Adaptive neural networks are trained online with available measurements to compensate for unmodeled nonlinearities in the design process. These include uncertainties due to unknown leader aircraft acceleration, and the modeling error due to parametric uncertainties in the aircraft aerodynamic derivatives. One benefit of this approach is that the guidance and flight control design process is integrated. Simulation results using a nonlinear 6DOF simulation model are presented to illustrate the efficacy of the approach by comparing the performance with a time-scale separation based design.
Presented at the Guidance, Navigation, and Control Conference and Exhibit, AIAA 2006-6716, held in Keystone, CO, on 21-24 Aug 2006. Prepared in cooperation with Gyeongsang National University, Gyeongnam, South Korea. U.S. Government or Federal Rights License. The original document contains color images.</description><subject>ADAPTIVE SYSTEMS</subject><subject>AERODYNAMICS</subject><subject>BEARING(DIRECTION)</subject><subject>CONFIGURATIONS</subject><subject>CONTROL</subject><subject>DEGREES OF FREEDOM</subject><subject>DRONES</subject><subject>FEEDBACK</subject><subject>FLIGHT CONTROL SYSTEMS</subject><subject>FORMATION FLIGHT</subject><subject>GUIDANCE</subject><subject>LINE OF SIGHT</subject><subject>LOS(LINE-OF-SIGHT)</subject><subject>Military Aircraft Operations</subject><subject>NEURAL NETS</subject><subject>Pilotless Aircraft</subject><subject>SYMPOSIA</subject><fulltext>true</fulltext><rsrctype>report</rsrctype><creationdate>2006</creationdate><recordtype>report</recordtype><sourceid>1RU</sourceid><recordid>eNqFjDEKwkAQRdNYiHoDizmAqSJiyjUxKthpYxWG7GwciDOyO3p-I9hbfXiP96fZzXl8Gr9pBScx6iMaeTi82KN0BCgeKhWLOkBNiXuBoBHOLJRryC_c3w12mMam0fhAYxVohi-eZ5OAQ6LFb2fZstlfq2Pujbs22XhhravduiyLzbb4oz_-RTai</recordid><startdate>200608</startdate><enddate>200608</enddate><creator>Kim, Byoung S</creator><creator>Calise, Anthony J</creator><creator>Sattigeri, Ramachandra J</creator><scope>1RU</scope><scope>BHM</scope></search><sort><creationdate>200608</creationdate><title>Adaptive, Integrated Guidance and Control Design for Line-of-Sight Based Formation Flight</title><author>Kim, Byoung S ; Calise, Anthony J ; Sattigeri, Ramachandra J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-dtic_stinet_ADA4993683</frbrgroupid><rsrctype>reports</rsrctype><prefilter>reports</prefilter><language>eng</language><creationdate>2006</creationdate><topic>ADAPTIVE SYSTEMS</topic><topic>AERODYNAMICS</topic><topic>BEARING(DIRECTION)</topic><topic>CONFIGURATIONS</topic><topic>CONTROL</topic><topic>DEGREES OF FREEDOM</topic><topic>DRONES</topic><topic>FEEDBACK</topic><topic>FLIGHT CONTROL SYSTEMS</topic><topic>FORMATION FLIGHT</topic><topic>GUIDANCE</topic><topic>LINE OF SIGHT</topic><topic>LOS(LINE-OF-SIGHT)</topic><topic>Military Aircraft Operations</topic><topic>NEURAL NETS</topic><topic>Pilotless Aircraft</topic><topic>SYMPOSIA</topic><toplevel>online_resources</toplevel><creatorcontrib>Kim, Byoung S</creatorcontrib><creatorcontrib>Calise, Anthony J</creatorcontrib><creatorcontrib>Sattigeri, Ramachandra J</creatorcontrib><creatorcontrib>GEORGIA INST OF TECH ATLANTA</creatorcontrib><collection>DTIC Technical Reports</collection><collection>DTIC STINET</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Kim, Byoung S</au><au>Calise, Anthony J</au><au>Sattigeri, Ramachandra J</au><aucorp>GEORGIA INST OF TECH ATLANTA</aucorp><format>book</format><genre>unknown</genre><ristype>RPRT</ristype><btitle>Adaptive, Integrated Guidance and Control Design for Line-of-Sight Based Formation Flight</btitle><date>2006-08</date><risdate>2006</risdate><abstract>This paper presents an integrated guidance and control design for formation flight using a combination of adaptive output feedback and backstepping techniques without an underlying time-scale separation assumption. We formulate the problem as an adaptive output feedback control problem for a line-of-sight (LOS) based formation flight configuration of a leader and a follower aircraft. The design objective is to regulate range and two bearing angle rates while maintaining turn coordination. Adaptive neural networks are trained online with available measurements to compensate for unmodeled nonlinearities in the design process. These include uncertainties due to unknown leader aircraft acceleration, and the modeling error due to parametric uncertainties in the aircraft aerodynamic derivatives. One benefit of this approach is that the guidance and flight control design process is integrated. Simulation results using a nonlinear 6DOF simulation model are presented to illustrate the efficacy of the approach by comparing the performance with a time-scale separation based design.
Presented at the Guidance, Navigation, and Control Conference and Exhibit, AIAA 2006-6716, held in Keystone, CO, on 21-24 Aug 2006. Prepared in cooperation with Gyeongsang National University, Gyeongnam, South Korea. U.S. Government or Federal Rights License. The original document contains color images.</abstract><oa>free_for_read</oa></addata></record> |
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source | DTIC Technical Reports |
subjects | ADAPTIVE SYSTEMS AERODYNAMICS BEARING(DIRECTION) CONFIGURATIONS CONTROL DEGREES OF FREEDOM DRONES FEEDBACK FLIGHT CONTROL SYSTEMS FORMATION FLIGHT GUIDANCE LINE OF SIGHT LOS(LINE-OF-SIGHT) Military Aircraft Operations NEURAL NETS Pilotless Aircraft SYMPOSIA |
title | Adaptive, Integrated Guidance and Control Design for Line-of-Sight Based Formation Flight |
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