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Addressing Unmodeled Path-Following Dynamics via Adaptive Vector Field: A UAV Test Case

Fari, Stefano and Wang, Ximan and Roy, Spandan and Baldi, Simone (2019) Addressing Unmodeled Path-Following Dynamics via Adaptive Vector Field: A UAV Test Case. IEEE Transactions on Aerospace and Electronic Systems, 56 (2), pp. 1613-1622. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/TAES.2019.2925487. ISSN 0018-9251.

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Official URL: https://ieeexplore.ieee.org/document/8747462


The actual performance of model-based path-following methods for Unmanned Aerial Vehicles (UAVs) show considerable dependence on the wind knowledge and on the fidelity of the dynamic model used for design. This work analyzes and demonstrates the performance of an adaptive Vector Field (VF) control law which can compensate for the lack of knowledge of the wind vector and for the presence of unmodelled course angle dynamics. Extensive simulation experiments, calibrated on a commercial fixed-wing UAV and proven to be realistic, show that the new VF method can better cope with uncertainties than its standard version. In fact, while the standard VF approach works perfectly for ideal first-order course angle dynamics (and perfect knowledge of the wind vector), its performance degrades in the presence of unknown wind or unmodelled course angle dynamics. On the other hand, the estimation mechanism of the proposed adaptive VF effectively compensates for wind uncertainty and unmodelled dynamics, sensibly reducing the path-following error as compared to the standard VF.

Item URL in elib:https://elib.dlr.de/129082/
Document Type:Article
Title:Addressing Unmodeled Path-Following Dynamics via Adaptive Vector Field: A UAV Test Case
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Fari, StefanoUNSPECIFIEDhttps://orcid.org/0000-0001-5595-6905UNSPECIFIED
Roy, SpandanUNSPECIFIEDhttps://orcid.org/0000-0002-2238-9542UNSPECIFIED
Baldi, SimoneUNSPECIFIEDhttps://orcid.org/0000-0001-9752-8925UNSPECIFIED
Date:27 June 2019
Journal or Publication Title:IEEE Transactions on Aerospace and Electronic Systems
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:Yes
Page Range:pp. 1613-1622
Publisher:IEEE - Institute of Electrical and Electronics Engineers
Series Name:IEEE Transactions on Aerospace and Electronic Systems
Keywords:Aerodynamics dynamics, Unmanned aerial vehicles, Adaptation Control Adaptive Vector Field , fixed-wing UAV, path-following, unmodelled course angle dynamics
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - Optical navigation on hybrid avionics architecture
Location: Bremen
Institutes and Institutions:Institute of Space Systems > Navigation and Control Systems
Deposited By: Fari, Stefano
Deposited On:13 Sep 2019 12:16
Last Modified:21 Nov 2023 13:45

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