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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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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. |
format | Online Article Text |
id | pubmed-7805914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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