Analysis of Information-Theoretic Initial Sensor Search Method for Space Situation Awareness

No AccessEngineering NotesAnalysis of Information-Theoretic Initial Sensor Search Method for Space Situation AwarenessKoki Ho, Ryne Beeson, Kento Tomita, Onalli Gunasekara and Andrew J. SinclairKoki HoGeorgia Institute Technology, Atlanta, Georgia 30332*Assistant Professor, Daniel Guggenheim School Aerospace Engineering. Member AIAA.Search more papers by this author, BeesonUniversity Illinois at Urbana-Champaign, Urbana, 61801†Ph.D. Candidate, Department Engineering.Search TomitaGeorgia 30332‡Ph.D. Student, GunasekaraGeorgia author SinclairAir Force Research Laboratory, Albuquerque, New Mexico 87117§Senior Engineer, Vehicles Directorate, Kirtland Air Base.Search authorPublished Online:14 Dec 2020https://doi.org/10.2514/1.G005114SectionsRead Now ToolsAdd to favoritesDownload citationTrack citations ShareShare onFacebookTwitterLinked InRedditEmail About References [1] National Council, Continuing Kepler’s Quest: Assessing Command’s Astrodynamics Standards, Academies Press, Washington, D.C., 2012. https://doi.org/10.17226/13456 Google Scholar[2] Erwin R., Albuquerque P., Jayaweera S. Hussein I., “Dynamic Tasking Situational Awareness,” Proceedings the 2010 American Control Conference, IEEE, York, 2010, pp. 1153–1158. https://doi.org/10.1109/ACC.2010.5530989 Scholar[3] Sunberg Z., Chakravorty R. S., “Information Receding Horizon Multisensor Problems,” IEEE Transactions on Cybernetics, Vol. 46, No. 6, 2016, 1325–1336. https://doi.org/10.1109/TCYB.2015.2445744 CrossrefGoogle Scholar[4] I. Jah M. K. “An AEGIS-FISST Management Approach Joint Detection Tracking in SSA,” AAS/AIAA Flight Mechanics Meeting, AAS Paper 13-431, San Diego, CA, 2013. Scholar[5] DeMars J., Frueh C., “Multiple-Object Surveillance Using Finite-Set Statistics,” Journal Guidance, Control, Dynamics, 38, 9, 2015, 1741–1756. https://doi.org/10.2514/1.G000987 LinkGoogle Scholar[6] Williams P. Spencer D. B. “Coupling Estimation Applied Satellite Tracking,” 36, 4, 2013, 993–1007. https://doi.org/10.2514/1.59361 Scholar[7] Chakravorthy “Stochastic Optimization Allocation AEGIS-FISST,” 14-209, 2014. Scholar[8] Nagavenkat A., Singla Majji M., “Mutual Information Based with Applications 43, 2020, 767–789. Scholar[9] Murphy T. Holzinger “Generalized Minimum-Time Follow-Up Approaches Electro-Optical Tasking,” Advanced Maui Optical (AMOS) Technologies The Economic Development Board, Inc., Kihei, HI, 2017. Scholar[10] Schlenker L., Sinclair A. Linares “Angles-Only Orbit Determination Hamiltonian Monte Carlo,” AIAA/AAS AIAA 2018-1975, 2018. https://doi.org/10.2514/6.2018-1975 Scholar[11] Hobson T., Gordon N., Clarkson Rutten Bessell Steering Improved Autonomy Catalogue Maintenance,” 2015. Scholar[12] Patel H., Lovell Russell “Relative Navigation Satellites Close Proximity Angles-Only Observations,” 12-202, Scholar[13] Woffinden C. Geller K., “Observability Criteria Navigation,” Electronic Systems, 45, 3, 2009, 1194–1208. https://doi.org/10.1109/TAES.2009.5259193 Scholar[14] Sherrill E., “Virtual-Chief Generalization Hill–Clohessy–Wiltshire Elliptic Orbits,” 523–528. https://doi.org/10.2514/1.G000110 Scholar[15] V. “A Particle-Based Strategy Asilomar Conference Signals, Systems Computers, 898–902. https://doi.org/10.1109/ACSSC.2013.6810418 Scholar[16] Experimental Implementation a Dynamic Searching Objects,” International Acoustics, Speech, Signal Processing, 2014, 8018–8022. https://doi.org/10.1109/ICASSP.2014.6855162 Scholar[17] Ho “Information-Theoretic Target 2018-0725, https://doi.org/10.2514/6.2018-0725 Scholar[18] Yeong H. Beeson Specialist 18-355, Scholar[19] Tomita O., “Space-Based Methods an Model 19-600, 2019. Scholar Previous article Next FiguresReferencesRelatedDetailsCited byA multi-satellite co-tracking method single space target based adaptive distributed spherical simplex information-weighted consensus filterAdvances Research, 71, 6Unified Technology Battlefield Recognition Group Operations29 July 2022 What's Popular Volume 44, Number 3March 2021 CrossmarkInformationCopyright © 2020 authors. Published Aeronautics Astronautics, permission. All requests copying permission reprint should be submitted CCC www.copyright.com; employ eISSN 1533-3884 initiate your request. See also Rights Permissions www.aiaa.org/randp. TopicsAeronauticsAvionicsControl TheoryGuidance, Navigation, SystemsKalman FilterOptimal TheorySensorsTransducers KeywordsOnboard SensorsSpace AwarenessSearch AlgorithmProbability Density FunctionsMonte Carlo SimulationResident ObjectExtended Kalman FilterMathematical AnalysisSpacecraft SensorsOptimal ControlPDF Received22 January 2020Accepted28 October 2020Published online14 December