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Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms

Stigmergy is a form of indirect communication and coordination in which agents modify the environment to pass information to their peers. In nature, animals use stigmergy by, for example, releasing pheromone that conveys information to other members of their species. A few systems in swarm robotics...

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Autores principales: Salman, Muhammad, Garzón Ramos, David, Hasselmann, Ken, Birattari, Mauro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805914/
https://www.ncbi.nlm.nih.gov/pubmed/33501350
http://dx.doi.org/10.3389/frobt.2020.591402
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author Salman, Muhammad
Garzón Ramos, David
Hasselmann, Ken
Birattari, Mauro
author_facet Salman, Muhammad
Garzón Ramos, David
Hasselmann, Ken
Birattari, Mauro
author_sort Salman, Muhammad
collection PubMed
description Stigmergy is a form of indirect communication and coordination in which agents modify the environment to pass information to their peers. In nature, animals use stigmergy by, for example, releasing pheromone that conveys information to other members of their species. A few systems in swarm robotics research have replicated this process by introducing the concept of artificial pheromone. In this paper, we present Phormica, a system to conduct experiments in swarm robotics that enables a swarm of e-puck robots to release and detect artificial pheromone. Phormica emulates pheromone-based stigmergy thanks to the ability of robots to project UV light on the ground, which has been previously covered with a photochromic material. As a proof of concept, we test Phormica on three collective missions in which robots act collectively guided by the artificial pheromone they release and detect. Experimental results indicate that a robot swarm can effectively self-organize and act collectively by using stigmergic coordination based on the artificial pheromone provided by Phormica.
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spelling pubmed-78059142021-01-25 Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms Salman, Muhammad Garzón Ramos, David Hasselmann, Ken Birattari, Mauro Front Robot AI Robotics and AI Stigmergy is a form of indirect communication and coordination in which agents modify the environment to pass information to their peers. In nature, animals use stigmergy by, for example, releasing pheromone that conveys information to other members of their species. A few systems in swarm robotics research have replicated this process by introducing the concept of artificial pheromone. In this paper, we present Phormica, a system to conduct experiments in swarm robotics that enables a swarm of e-puck robots to release and detect artificial pheromone. Phormica emulates pheromone-based stigmergy thanks to the ability of robots to project UV light on the ground, which has been previously covered with a photochromic material. As a proof of concept, we test Phormica on three collective missions in which robots act collectively guided by the artificial pheromone they release and detect. Experimental results indicate that a robot swarm can effectively self-organize and act collectively by using stigmergic coordination based on the artificial pheromone provided by Phormica. Frontiers Media S.A. 2020-12-23 /pmc/articles/PMC7805914/ /pubmed/33501350 http://dx.doi.org/10.3389/frobt.2020.591402 Text en Copyright © 2020 Salman, Garzón Ramos, Hasselmann and Birattari. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Salman, Muhammad
Garzón Ramos, David
Hasselmann, Ken
Birattari, Mauro
Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms
title Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms
title_full Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms
title_fullStr Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms
title_full_unstemmed Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms
title_short Phormica: Photochromic Pheromone Release and Detection System for Stigmergic Coordination in Robot Swarms
title_sort phormica: photochromic pheromone release and detection system for stigmergic coordination in robot swarms
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805914/
https://www.ncbi.nlm.nih.gov/pubmed/33501350
http://dx.doi.org/10.3389/frobt.2020.591402
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