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A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots

The simulation of how a gas disperses in a environment is a necessary asset for the development of olfaction-based autonomous agents. A variety of simulators already exist for this purpose, but none of them allows for a sufficiently convenient integration with other types of sensing (such as vision)...

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Detalles Bibliográficos
Autores principales: Ojeda, Pepe, Monroy, Javier, Gonzalez-Jimenez, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001079/
https://www.ncbi.nlm.nih.gov/pubmed/33799397
http://dx.doi.org/10.3390/s21062041
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author Ojeda, Pepe
Monroy, Javier
Gonzalez-Jimenez, Javier
author_facet Ojeda, Pepe
Monroy, Javier
Gonzalez-Jimenez, Javier
author_sort Ojeda, Pepe
collection PubMed
description The simulation of how a gas disperses in a environment is a necessary asset for the development of olfaction-based autonomous agents. A variety of simulators already exist for this purpose, but none of them allows for a sufficiently convenient integration with other types of sensing (such as vision), which hinders the development of advanced, multi-sensor olfactory robotics applications. In this work, we present a framework for the simulation of gas dispersal and sensing alongside vision by integrating GADEN, a state-of-the-art Gas Dispersion Simulator, with the Unity 3D, a video game development engine that is used in many different areas of research and helps with the creation of visually realistic, complex environments. We discuss the motivation for the development of this tool, describe its characteristics, and present some potential use cases that are based on cutting-edge research in the field of olfactory robotics.
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spelling pubmed-80010792021-03-28 A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots Ojeda, Pepe Monroy, Javier Gonzalez-Jimenez, Javier Sensors (Basel) Article The simulation of how a gas disperses in a environment is a necessary asset for the development of olfaction-based autonomous agents. A variety of simulators already exist for this purpose, but none of them allows for a sufficiently convenient integration with other types of sensing (such as vision), which hinders the development of advanced, multi-sensor olfactory robotics applications. In this work, we present a framework for the simulation of gas dispersal and sensing alongside vision by integrating GADEN, a state-of-the-art Gas Dispersion Simulator, with the Unity 3D, a video game development engine that is used in many different areas of research and helps with the creation of visually realistic, complex environments. We discuss the motivation for the development of this tool, describe its characteristics, and present some potential use cases that are based on cutting-edge research in the field of olfactory robotics. MDPI 2021-03-14 /pmc/articles/PMC8001079/ /pubmed/33799397 http://dx.doi.org/10.3390/s21062041 Text en © 2021 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
Ojeda, Pepe
Monroy, Javier
Gonzalez-Jimenez, Javier
A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots
title A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots
title_full A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots
title_fullStr A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots
title_full_unstemmed A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots
title_short A Simulation Framework for the Integration of Artificial Olfaction into Multi-Sensor Mobile Robots
title_sort simulation framework for the integration of artificial olfaction into multi-sensor mobile robots
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8001079/
https://www.ncbi.nlm.nih.gov/pubmed/33799397
http://dx.doi.org/10.3390/s21062041
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