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Robust Control of Autonomous Underwater Vehicles Using Delta-Sigma-Based 1-Bit Controllers

Rajakaruna Wanigasekara, Chathura und Sill Torres, Frank und Swain, Akshya (2023) Robust Control of Autonomous Underwater Vehicles Using Delta-Sigma-Based 1-Bit Controllers. IEEE Access. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/ACCESS.2023.3329060. ISSN 2169-3536.

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Kurzfassung

Autonomous underwater vehicles (AUVs) are robots capable of operating underwater without the need for human operators. Nonetheless, there is the essential requirement of remote operation capability in case of exceptional situations, such as the encounter of unforeseen obstacles or malfunctions. The corresponding robust controller design is a challenging task, especially due to limited communication bandwidth to the land based control system as well as the exposure to disturbances like water currents. The present study, therefore, proposes a Delta-Sigma-based 1-bit PID controller for such AUVs, which consumes less communication resources and is robust to various disturbances arising in the underwater environment. The proposed controller is designed using the Takagi-Sugeno (T-S) fuzzy model of the nonlinear AUV systems. A comparative performance investigation of this controller is carried out with an output feedback controller as reference design, which is based on the same T-S fuzzy model. The stability conditions of both controllers are established. Obtained simulation results indicate that in case of extreme disturbances and limited bandwidth, the reference controller could not stabilise the AUV system. In contrast, the proposed Delta-Sigma-based 1-bit PID controller performed well under all conditions, while using less hardware and communication resources compared to the reference design.

elib-URL des Eintrags:https://elib.dlr.de/198655/
Dokumentart:Zeitschriftenbeitrag
Titel:Robust Control of Autonomous Underwater Vehicles Using Delta-Sigma-Based 1-Bit Controllers
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Rajakaruna Wanigasekara, ChathuraChathura.Wanigasekara (at) dlr.dehttps://orcid.org/0000-0003-4371-6108146373075
Sill Torres, FrankFrank.SillTorres (at) dlr.dehttps://orcid.org/0000-0002-4028-455XNICHT SPEZIFIZIERT
Swain, AkshyaThe University of AucklandNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Datum:1 November 2023
Erschienen in:IEEE Access
Referierte Publikation:Ja
Open Access:Ja
Gold Open Access:Ja
In SCOPUS:Ja
In ISI Web of Science:Ja
DOI:10.1109/ACCESS.2023.3329060
Verlag:IEEE - Institute of Electrical and Electronics Engineers
ISSN:2169-3536
Status:veröffentlicht
Stichwörter:T-S Fuzzy Systems, 1-Bit Control, Autonomous Under Water Vehicles
HGF - Forschungsbereich:keine Zuordnung
HGF - Programm:keine Zuordnung
HGF - Programmthema:keine Zuordnung
DLR - Schwerpunkt:keine Zuordnung
DLR - Forschungsgebiet:keine Zuordnung
DLR - Teilgebiet (Projekt, Vorhaben):keine Zuordnung
Standort: Bremerhaven
Institute & Einrichtungen:Institut für den Schutz maritimer Infrastrukturen > Resilienz Maritimer Systeme
Hinterlegt von: Rajakaruna Wanigasekara, Chathura
Hinterlegt am:10 Nov 2023 13:59
Letzte Änderung:29 Jan 2024 13:01

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