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A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities

Drones are expected to operate autonomously, yet they will also interact with humans to solve tasks together. To support civilian human-drone teams, we propose a distributed architecture where sophisticated operations such as image recognition, coordination with humans, and flight-control decisions...

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Detalles Bibliográficos
Autores principales: Hummel, Karin Anna, Pollak, Manuela, Krahofer, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6471827/
https://www.ncbi.nlm.nih.gov/pubmed/30897732
http://dx.doi.org/10.3390/s19061379
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author Hummel, Karin Anna
Pollak, Manuela
Krahofer, Johannes
author_facet Hummel, Karin Anna
Pollak, Manuela
Krahofer, Johannes
author_sort Hummel, Karin Anna
collection PubMed
description Drones are expected to operate autonomously, yet they will also interact with humans to solve tasks together. To support civilian human-drone teams, we propose a distributed architecture where sophisticated operations such as image recognition, coordination with humans, and flight-control decisions are made, not on-board the drone, but remotely. The benefits of such an architecture are the increased computational power available for image recognition and the possibility to integrate interfaces for humans. On the downside, communication is necessary, resulting in the delayed reception of commands. In this article, we discuss the design considerations of the distributed approach, a sample implementation on a smartphone, and an application to the concrete use case of bookshelf inventory. Further, we report experimentally-derived first insights into messaging and command response delays with a custom drone connected through Wi-Fi.
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spelling pubmed-64718272019-04-26 A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities Hummel, Karin Anna Pollak, Manuela Krahofer, Johannes Sensors (Basel) Article Drones are expected to operate autonomously, yet they will also interact with humans to solve tasks together. To support civilian human-drone teams, we propose a distributed architecture where sophisticated operations such as image recognition, coordination with humans, and flight-control decisions are made, not on-board the drone, but remotely. The benefits of such an architecture are the increased computational power available for image recognition and the possibility to integrate interfaces for humans. On the downside, communication is necessary, resulting in the delayed reception of commands. In this article, we discuss the design considerations of the distributed approach, a sample implementation on a smartphone, and an application to the concrete use case of bookshelf inventory. Further, we report experimentally-derived first insights into messaging and command response delays with a custom drone connected through Wi-Fi. MDPI 2019-03-20 /pmc/articles/PMC6471827/ /pubmed/30897732 http://dx.doi.org/10.3390/s19061379 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hummel, Karin Anna
Pollak, Manuela
Krahofer, Johannes
A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities
title A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities
title_full A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities
title_fullStr A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities
title_full_unstemmed A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities
title_short A Distributed Architecture for Human-Drone Teaming: Timing Challenges and Interaction Opportunities
title_sort distributed architecture for human-drone teaming: timing challenges and interaction opportunities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6471827/
https://www.ncbi.nlm.nih.gov/pubmed/30897732
http://dx.doi.org/10.3390/s19061379
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