Signal-Based Self-Organization of a Chain of UAVs for Subterranean Exploration.
RSSI (received signal strength indication)
UAV (drone)
radio signal
subterranean
underground
Journal
Frontiers in robotics and AI
ISSN: 2296-9144
Titre abrégé: Front Robot AI
Pays: Switzerland
ID NLM: 101749350
Informations de publication
Date de publication:
2021
2021
Historique:
received:
05
10
2020
accepted:
08
02
2021
entrez:
10
5
2021
pubmed:
11
5
2021
medline:
11
5
2021
Statut:
epublish
Résumé
Miniature multi-rotors are promising robots for navigating subterranean networks, but maintaining a radio connection underground is challenging. In this paper, we introduce a distributed algorithm, called U-Chain (for Underground-chain), that coordinates a chain of flying robots between an exploration drone and an operator. Our algorithm only uses the measurement of the signal quality between two successive robots and an estimate of the ground speed based on an optic flow sensor. It leverages a distributed policy for each UAV and a Kalman filter to get reliable estimates of the signal quality. We evaluate our approach formally and in simulation, and we describe experimental results with a chain of 3 real miniature quadrotors (12 by 12 cm) and a base station.
Identifiants
pubmed: 33969000
doi: 10.3389/frobt.2021.614206
pii: 614206
pmc: PMC8103032
doi:
Types de publication
Journal Article
Langues
eng
Pagination
614206Informations de copyright
Copyright © 2021 Laclau, Tempez, Ruffier, Natalizio and Mouret.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Références
Sci Robot. 2019 Oct 23;4(35):
pubmed: 33137730