Author:
Laclau Pierre,Tempez Vladislav,Ruffier Franck,Natalizio Enrico,Mouret Jean-Baptiste
Abstract
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.
Funder
European Research Council
Agence Nationale de la Recherche
Direction Générale de l’Armement
Subject
Artificial Intelligence,Computer Science Applications
Reference27 articles.
1. Signal propagation techniques for wireless underground communication networks;Akyildiz;Phys. Commun.,2009
2. Multirobot exploration of communication-restricted environments: a survey;Amigoni;IEEE Intell. Syst.,2017
3. Human slam, indoor localisation of devices and users;Bulten,2016
4. Multi-UAV exploration with limited communication and battery;Cesare,2015
5. Swarmanoid: a novel concept for the study of heterogeneous robotic swarms;Dorigo;IEEE Robot. Automat. Mag.,2013
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