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Self-organizing control-loop recovery for predictive networked formation control of fractionated spacecraft

Please always quote using this URN: urn:nbn:de:bvb:20-opus-288041
  • Going beyond the current trend of cooperating multiple small satellites we arrive at fractionated satellite architectures. Here the subsystems of all satellites directly self-organize and cooperate among themselves to achieve a common mission goal. Although this leads to a further increase of the advantages of the initial trend it also introduces new challenges, one of which is how to perform closed-loop control of a satellite over a network of subsystems. We present a two-fold approach to deal with the two main disturbances, data losses in theGoing beyond the current trend of cooperating multiple small satellites we arrive at fractionated satellite architectures. Here the subsystems of all satellites directly self-organize and cooperate among themselves to achieve a common mission goal. Although this leads to a further increase of the advantages of the initial trend it also introduces new challenges, one of which is how to perform closed-loop control of a satellite over a network of subsystems. We present a two-fold approach to deal with the two main disturbances, data losses in the network and failure of the controller, in a networked predictive formation control scenario. To deal with data loss an event based networked model predictive control approach is extended to enable it to adapt to changing network conditions. The controller failure detection and compensation approach is tailored for a possibly large network of heterogeneous cooperating actuator- and controller nodes. The self-organized control task redistribution uses an auction-based methodology. It scales well with the number of nodes and allows to optimize for continuing good control performance despite the controller switch. The stability and smooth control behavior of our approach during a self-organized controller failure compensation while also being subject to data losses was demonstrated on a hardware testbed using as mission a formation control scenario.show moreshow less

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Metadaten
Author: Florian Kempf, Julian Scharnagl, Stefan Heil, Klaus Schilling
URN:urn:nbn:de:bvb:20-opus-288041
Document Type:Journal article
Faculties:Fakultät für Mathematik und Informatik / Institut für Informatik
Language:English
Parent Title (English):Aerospace
ISSN:2226-4310
Year of Completion:2022
Volume:9
Issue:10
Article Number:529
Source:Aerospace (2022) 9:10, 529. https://doi.org/10.3390/aerospace9100529
DOI:https://doi.org/10.3390/aerospace9100529
Dewey Decimal Classification:6 Technik, Medizin, angewandte Wissenschaften / 62 Ingenieurwissenschaften / 620 Ingenieurwissenschaften und zugeordnete Tätigkeiten
Tag:auction based task assignment; controller failure recovery; formation control; fractionated spacecraft; networked predictive control; self-organization
Release Date:2023/10/02
Date of first Publication:2022/09/20
Licence (German):License LogoCC BY: Creative-Commons-Lizenz: Namensnennung 4.0 International