Navigation benchmarking for autonomous mobile robots in hospital environment

被引:0
作者
Rondoni, Cristiana [1 ]
di Luzio, Francesco Scotto [1 ]
Tamantini, Christian [1 ,5 ]
Tagliamonte, Nevio Luigi [1 ,2 ]
Chiurazzi, Marcello [3 ,4 ]
Ciuti, Gastone [3 ,4 ]
Zollo, Loredana [1 ]
机构
[1] Univ Campus Biomed Roma, Res Unit Adv Robot & Human Ctr Technol, I-00128 Rome, Italy
[2] Fdn Santa Lucia, Lab Robot Neurorehabil, Neurorehabil Dept 1, Rome, Italy
[3] Scuola Super Sant Anna, BioRobot Inst, I-56127 Pisa, Italy
[4] Scuola Super Sant Anna, Dept Excellence Robot & AI, I-56127 Pisa, Italy
[5] Natl Res Council Italy, Inst Cognit Sci & Technol, Rome, Italy
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
基金
欧盟地平线“2020”;
关键词
Robot navigation; Hospital environment; Benchmarking method; SLAM; Medical mobile robots;
D O I
10.1038/s41598-024-69040-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The widespread adoption of robotic technologies in healthcare has opened up new perspectives for enhancing accuracy, effectiveness and quality of medical procedures and patients' care. Special attention has been given to the reliability of robots when operating in environments shared with humans and to the users' safety, especially in case of mobile platforms able to navigate autonomously. From the analysis of the literature, it emerges that navigation tests carried out in a hospital environment are preliminary and not standardized. This paper aims to overcome the limitations in the assessment of autonomous mobile robots navigating in hospital environments by proposing: (i) a structured benchmarking protocol composed of a set of standardized tests, taking into account conditions with increasing complexity, (ii) a set of quantitative performance metrics. The proposed approach has been used in a realistic setting to assess the performance of two robotic platforms, namely HOSBOT and TIAGo, with different technical features and developed for different applications in a clinical scenario.
引用
收藏
页数:14
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共 35 条
  • [1] Walkability Index for Elderly Health: A Proposal
    Alves, Fernando
    Cruz, Sara
    Ribeiro, Anabela
    Bastos Silva, Ana
    Martins, Joao
    Cunha, Ines
    [J]. SUSTAINABILITY, 2020, 12 (18)
  • [2] [Anonymous], 1990, Requisiti delle camere di degenza e condizioni micro climatiche
  • [3] [Anonymous], 2011, Guidelines and Standards for Tactile Graphics, 2010
  • [4] [Anonymous], 2021, Robotics-vocabulary
  • [5] Recent trends in social aware robot navigation: A survey
    Charalampous, Konstantinos
    Kostavelis, Ioannis
    Gasteratos, Antonios
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2017, 93 : 85 - 104
  • [6] Visual SLAM for robot navigation in healthcare facility
    Fang, Baofu
    Mei, Gaofei
    Yuan, Xiaohui
    Wang, Le
    Wang, Zaijun
    Wang, Junyang
    [J]. PATTERN RECOGNITION, 2021, 113 (113)
  • [7] Progress in robotics for combating infectious diseases
    Gao, Anzhu
    Murphy, Robin R.
    Chen, Weidong
    Dagnino, Giulio
    Fischer, Peer
    Gutierrez, Maximiliano G.
    Kundrat, Dennis
    Nelson, Bradley J.
    Shamsudhin, Naveen
    Su, Hao
    Xia, Jingen
    Zemmar, Ajmal
    Zhang, Dandan
    Wang, Chen
    Yang, Guang-Zhong
    [J]. SCIENCE ROBOTICS, 2021, 6 (52)
  • [8] Evaluation of Socially-Aware Robot Navigation
    Gao, Yuxiang
    Huang, Chien-Ming
    [J]. FRONTIERS IN ROBOTICS AND AI, 2022, 8
  • [9] Social Robots in Hospitals: A Systematic Review
    Gonzalez-Gonzalez, Carina Soledad
    Violant-Holz, Veronica
    Gil-Iranzo, Rosa Maria
    [J]. APPLIED SCIENCES-BASEL, 2021, 11 (13):
  • [10] A comprehensive study for robot navigation techniques
    Gul, Faiza
    Rahiman, Wan
    Alhady, Syed Sahal Nazi
    [J]. COGENT ENGINEERING, 2019, 6 (01):