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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)...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8001079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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