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Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors

This paper presents a more detailed concept of Human-Robot Interaction systems architecture. One of the main differences between the proposed architecture and other ones is the methodology of information acquisition regarding the robot’s interlocutor. In order to obtain as much information as possib...

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Autores principales: Podpora, Michal, Gardecki, Arkadiusz, Beniak, Ryszard, Klin, Bartlomiej, Vicario, Jose Lopez, Kawala-Sterniuk, Aleksandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7219337/
https://www.ncbi.nlm.nih.gov/pubmed/32331291
http://dx.doi.org/10.3390/s20082376
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author Podpora, Michal
Gardecki, Arkadiusz
Beniak, Ryszard
Klin, Bartlomiej
Vicario, Jose Lopez
Kawala-Sterniuk, Aleksandra
author_facet Podpora, Michal
Gardecki, Arkadiusz
Beniak, Ryszard
Klin, Bartlomiej
Vicario, Jose Lopez
Kawala-Sterniuk, Aleksandra
author_sort Podpora, Michal
collection PubMed
description This paper presents a more detailed concept of Human-Robot Interaction systems architecture. One of the main differences between the proposed architecture and other ones is the methodology of information acquisition regarding the robot’s interlocutor. In order to obtain as much information as possible before the actual interaction took place, a custom Internet-of-Things-based sensor subsystems connected to Smart Infrastructure was designed and implemented, in order to support the interlocutor identification and acquisition of initial interaction parameters. The Artificial Intelligence interaction framework of the developed robotic system (including humanoid Pepper with its sensors and actuators, additional local, remote and cloud computing services) is being extended with the use of custom external subsystems for additional knowledge acquisition: device-based human identification, visual identification and audio-based interlocutor localization subsystems. These subsystems were deeply introduced and evaluated in this paper, presenting the benefits of integrating them into the robotic interaction system. In this paper a more detailed analysis of one of the external subsystems—Bluetooth Human Identification Smart Subsystem—was also included. The idea, use case, and a prototype, integration of elements of Smart Infrastructure systems and the prototype implementation were performed in a small front office of the Weegree company as a decent test-bed application area.
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spelling pubmed-72193372020-05-22 Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors Podpora, Michal Gardecki, Arkadiusz Beniak, Ryszard Klin, Bartlomiej Vicario, Jose Lopez Kawala-Sterniuk, Aleksandra Sensors (Basel) Article This paper presents a more detailed concept of Human-Robot Interaction systems architecture. One of the main differences between the proposed architecture and other ones is the methodology of information acquisition regarding the robot’s interlocutor. In order to obtain as much information as possible before the actual interaction took place, a custom Internet-of-Things-based sensor subsystems connected to Smart Infrastructure was designed and implemented, in order to support the interlocutor identification and acquisition of initial interaction parameters. The Artificial Intelligence interaction framework of the developed robotic system (including humanoid Pepper with its sensors and actuators, additional local, remote and cloud computing services) is being extended with the use of custom external subsystems for additional knowledge acquisition: device-based human identification, visual identification and audio-based interlocutor localization subsystems. These subsystems were deeply introduced and evaluated in this paper, presenting the benefits of integrating them into the robotic interaction system. In this paper a more detailed analysis of one of the external subsystems—Bluetooth Human Identification Smart Subsystem—was also included. The idea, use case, and a prototype, integration of elements of Smart Infrastructure systems and the prototype implementation were performed in a small front office of the Weegree company as a decent test-bed application area. MDPI 2020-04-22 /pmc/articles/PMC7219337/ /pubmed/32331291 http://dx.doi.org/10.3390/s20082376 Text en © 2020 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
Podpora, Michal
Gardecki, Arkadiusz
Beniak, Ryszard
Klin, Bartlomiej
Vicario, Jose Lopez
Kawala-Sterniuk, Aleksandra
Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors
title Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors
title_full Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors
title_fullStr Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors
title_full_unstemmed Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors
title_short Human Interaction Smart Subsystem—Extending Speech-Based Human-Robot Interaction Systems with an Implementation of External Smart Sensors
title_sort human interaction smart subsystem—extending speech-based human-robot interaction systems with an implementation of external smart sensors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7219337/
https://www.ncbi.nlm.nih.gov/pubmed/32331291
http://dx.doi.org/10.3390/s20082376
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