Seeking at-home long-term autonomy of assistive mobile robots through the integration with an IoT-based monitoring system

被引:9
作者
Luperto, Matteo [1 ]
Monroy, Javier [2 ]
Moreno, Francisco-Angel [2 ]
Lunardini, Francesca [3 ]
Renoux, Jennifer [4 ]
Krpic, Andrej [5 ]
Galindo, Cipriano [2 ]
Ferrante, Simona [3 ]
Basilico, Nicola [1 ]
Gonzalez-Jimenez, Javier [2 ]
Borghese, N. Alberto [1 ]
机构
[1] Univ Milan, Dept Comp Sci, Appl Intelligent Syst Lab, Milan, Italy
[2] Univ Malaga, Biomed Res Inst Malaga, Dept Syst Engn & Automat, Machine Percept & Intelligent Robot Grp, Malaga, Spain
[3] Politecn Milan, Dept Elect, NearLab, Informat & Bioengn, Milan, Italy
[4] Orebro Univ, Ctr Appl Autonomous Sensor Syst, Machine Percept & Interact Lab, Orebro, Sweden
[5] Smart Com, Ljubljana, Slovenia
基金
欧盟地平线“2020”;
关键词
Socially assistive robots; IoT; Internet of robotic things; HEALTH-CARE; SMART HOME; SUPPORT; FRAILTY; USERS;
D O I
10.1016/j.robot.2022.104346
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a system that stems from the integration of an autonomous mobile robot with an IoT-based monitoring system to provide monitoring, assistance, and stimulation to older adults living alone in their own houses. The creation of an Internet of Robotics Things (IoRT) based on the interplay between pervasive smart objects and autonomous robotic systems is claimed to enable the creation of innovative services conceived for assisting the final user, especially in elderly care. The synergy between IoT and a Socially Assistive Robot (SAR) was conceived to offer robustness, reconfiguration, heterogeneity, and scalability, by bringing a strong added value to both the current SAR and IoT technologies. First, we propose a method to achieve the synergy and integration between the IoT system and the robot; then, we show how our method increases the performance and effectiveness of both to provide long-term support to the older adults. To do so, we present a case-study, where we focus on the detection of signs of the frailty syndrome, a set of vulnerabilities typically conveyed by a cognitive and physical decline in older people that concur in amplifying the risks of major diseases hindering the capabilities of independent living. Experimental evaluation is performed in both controlled settings and in a long-term real-world pilot study with 9 older adults in their own apartments, where the system was deployed autonomously for, on average, 12 weeks.(c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页数:15
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