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

被引:21
|
作者
Podpora, Michal [1 ,2 ]
Gardecki, Arkadiusz [1 ,2 ]
Beniak, Ryszard [1 ,2 ]
Klin, Bartlomiej [2 ]
Lopez Vicario, Jose [3 ]
Kawala-Sterniuk, Aleksandra [1 ]
机构
[1] Opole Univ Technol, Fac Elect Engn Automat Control & Informat, PL-45758 Opole, Poland
[2] Weegree Sp Zoo SK, PL-45018 Opole, Poland
[3] Univ Autonoma Barcelona, Wireless Informat Networking Grp, Escola Engn, Bellaterra 08193, Spain
关键词
pepper robot; sensor networks; smart infrastructure; humanoid robots; cloud services; thermal imaging; COVID-19;
D O I
10.3390/s20082376
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Speech-based Human-Robot Interaction Robust to Acoustic Reflections in Real Environment
    Gomez, Randy
    Inoue, Koji
    Nakamura, Keisuke
    Mizumoto, Takeshi
    Nakadai, Kazuhiro
    2014 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2014), 2014, : 1367 - 1373
  • [2] A tension-moderating mechanism for promoting speech-based human-robot interaction
    Kanda, T
    Iwase, K
    Shiomi, M
    Ishiguro, H
    2005 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4, 2005, : 527 - 532
  • [3] Temporal Smearing Compensation in Reverberant Environment for Speech-based Human-Robot Interaction
    Gomez, Randy
    Nakamura, Keisuke
    Mizumoto, Takeshi
    Nakadai, Kazuhiro
    2015 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2015, : 3347 - 3353
  • [4] Environment Compensation Using A Posteriori Statistics for Distant Speech-based Human-Robot Interaction
    Gomez, Randy
    Nakamura, Keisuke
    2016 IEEE-RAS 16TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 2016, : 1211 - 1216
  • [5] Human behavior and hand gesture classification for smart human-robot interaction
    Mendes, Nuno
    Ferrer, Joao
    Vitorino, Joao
    Safeea, Mohammad
    Neto, Pedro
    27TH INTERNATIONAL CONFERENCE ON FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING, FAIM2017, 2017, 11 : 91 - 98
  • [6] Minotaurus: A System for Affective Human-Robot Interaction in Smart Environments
    Roning, Juha
    Holappa, Jukka
    Kellokumpu, Vili
    Tikanmaki, Antti
    Pietikainen, Matti
    COGNITIVE COMPUTATION, 2014, 6 (04) : 940 - 953
  • [7] Implementation of a Human-Robot Collaboration System Based On Smart Hand Gesture and Speech Recognition
    Chen, Shang-Liang
    Huang, Li-Wu
    Huang, Chung-Chi
    Lee, Feng-Chi
    Huang, Ho-Chuan
    Chen, Chien-Yu
    Journal of the Chinese Society of Mechanical Engineers, Transactions of the Chinese Institute of Engineers, Series C/Chung-Kuo Chi Hsueh Kung Ch'eng Hsuebo Pao, 2020, 41 (06): : 755 - 762
  • [8] Implementation of a Human-Robot Collaboration System Based On Smart Hand Gesture and Speech Recognition
    Chen, Shang-Liang
    Huang, Li-Wu
    Huang, Chung-Chi
    Lee, Feng-Chi
    Huang, Ho-Chuan
    Chen, Chien-Yu
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2020, 41 (06): : 755 - 762
  • [9] Special Section on New Frontiers in Smart Factories: Smart Automation and Human-Robot Interaction
    Dario, Paolo
    Huang, George Q.
    Luh, Peter
    Vogel-Heuser, Birgit
    Zhou, MengChu
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 19 (03) : 1688 - 1690
  • [10] Multimodal Human-Robot Interaction for Human-Centric Smart Manufacturing: A Survey
    Wang, Tian
    Zheng, Pai
    Li, Shufei
    Wang, Lihui
    ADVANCED INTELLIGENT SYSTEMS, 2024, 6 (03)