Robotics Lab, Universidad Carlos III de Madrid, Avda. de la Universidad, 30, 28911 Leganés, Spain.
Department of Automation, Electrical Engineering and Electronics Technology, Universidad Politécnica de Cartagena, St. Dr. Fleming, s/n, 30203 Cartagena, Spain.
Sensors (Basel). 2022 Oct 19;22(20):7983. doi: 10.3390/s22207983.
The increasing isolation of the elderly both in their own homes and in care homes has made the problem of caring for elderly people who live alone an urgent priority. This article presents a proposed design for a heterogeneous multirobot system consisting of (i) a small mobile robot to monitor the well-being of elderly people who live alone and suggest activities to keep them positive and active and (ii) a domestic mobile manipulating robot that helps to perform household tasks. The entire system is integrated in an automated home environment (AAL), which also includes a set of low-cost automation sensors, a medical monitoring bracelet and an Android application to propose emotional coaching activities to the person who lives alone. The heterogeneous system uses ROS, IoT technologies, such as Node-RED, and the Home Assistant Platform. Both platforms with the home automation system have been tested over a long period of time and integrated in a real test environment, with good results. The semantic segmentation of the navigation and planning environment in the mobile manipulator for navigation and movement in the manipulation area facilitated the tasks of the later planners. Results about the interactions of users with the applications are presented and the use of artificial intelligence to predict mood is discussed. The experiments support the conclusion that the assistance robot correctly proposes activities, such as calling a relative, exercising, etc., during the day, according to the user's detected emotional state, making this is an innovative proposal aimed at empowering the elderly so that they can be autonomous in their homes and have a good quality of life.
老年人在自己的家和养老院中越来越孤立,这使得照顾独居老人的问题成为当务之急。本文提出了一种异构多机器人系统的设计方案,该系统由(i)一个小型移动机器人来监测独居老人的健康状况,并建议一些活动来保持他们的积极和活跃,以及(ii)一个家用移动操作机器人来帮助完成家务。整个系统集成在一个自动化家居环境(AAL)中,该环境还包括一组低成本自动化传感器、一个医疗监测手镯和一个 Android 应用程序,为独居者提供情感辅导活动。异构系统使用 ROS、物联网技术,如 Node-RED 和 Home Assistant 平台。这两个平台与家庭自动化系统已经经过了长时间的测试,并在真实的测试环境中进行了集成,取得了良好的效果。移动操作器中的导航和规划环境的语义分割便于在操作区域中进行导航和移动任务。还介绍了用户与应用程序交互的结果,并讨论了使用人工智能预测情绪的问题。实验结果支持了这样的结论,即辅助机器人可以根据用户检测到的情绪状态,正确地在白天提出活动建议,如打电话给亲戚、锻炼等,这是一个创新的提案,旨在赋予老年人自主权,使他们能够在自己的家中独立生活,并拥有良好的生活质量。