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Generating Oscillations on UAVs with the Modified Relay Feedback Test in Outdoor Environments

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Adaptation of control parameters in response to external effects or parametric changes is one of the basic capabilities required for high-performance unmanned aerial vehicle (UAV) applications. Adaptation can be done using forced excitations of the unknown UAV dynamics. In this work, we investigate the application of the modified relay feedback test (MRFT) to identify UAV dynamics in outdoor environments. In particular, we focus on UAVs using GPS for positioning and flying in the presence of external wind. The wind is introduced to the nonlinear UAV model and the resultant dynamics are analyzed. MRFT is also introduced to the position control loops to generate oscillations. The experimental results show that MRFT can be used to generate oscillations in outdoor environments. Some recommendations are given for the subsequent use of oscillations for identification and tuning.

Original languageBritish English
Title of host publication2024 17th International Workshop on Variable Structure Systems, VSS 2024
PublisherIEEE Computer Society
Pages249-254
Number of pages6
ISBN (Electronic)9798350353686
DOIs
StatePublished - 2024
Event17th International Workshop on Variable Structure Systems, VSS 2024 - Abu Dhabi, United Arab Emirates
Duration: 21 Oct 202424 Oct 2024

Publication series

NameProceedings of IEEE International Workshop on Variable Structure Systems
ISSN (Print)2165-4816
ISSN (Electronic)2165-4824

Conference

Conference17th International Workshop on Variable Structure Systems, VSS 2024
Country/TerritoryUnited Arab Emirates
CityAbu Dhabi
Period21/10/2424/10/24

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