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Towards Drone Flocking Using Relative Distance Measurements

  • TU Wien
  • Microsoft USA

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

5 Scopus citations

Abstract

We introduce a method to form and maintain a flock of drones only based on relative distance measurements. This means our approach is able to work in GPS-denied environments. It is fully distributed and therefore does not need any information exchange between the individual drones. Relative distance measurements to other drones and information about its own relative movement are used to estimate the current state of the environment. This makes it possible to perform lookahead and estimate the next state for any potential next movement. A distributed cost function is then used to determine the best next action in every time step. Using a high-fidelity simulation environment, we show that our approach is able to form and maintain a flock for a set of drones.

Original languageEnglish
Title of host publicationLeveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning - 11th International Symposium, ISoLA 2022, Proceedings
EditorsTiziana Margaria, Bernhard Steffen
PublisherSpringer Science and Business Media Deutschland GmbH
Pages97-109
Number of pages13
ISBN (Print)9783031197581
DOIs
StatePublished - 2022
Event11th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, ISoLA 2022 - Rhodes, Greece
Duration: Oct 22 2022Oct 30 2022

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume13703 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference11th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, ISoLA 2022
Country/TerritoryGreece
CityRhodes
Period10/22/2210/30/22

Keywords

  • Distributed controller
  • Drones
  • Flock
  • Quadcopters
  • Swarm

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