A Multirobot System in an Assisted Home Environment to Support the Elderly in Their Daily Lives

被引:11
|
作者
Barber, Ramon [1 ]
Ortiz, Francisco J. [2 ]
Garrido, Santiago [1 ]
Calatrava-Nicolas, Francisco M. [3 ]
Mora, Alicia [1 ]
Prados, Adrian [1 ]
Alfonso Vera-Repullo, Jose [2 ]
Roca-Gonzalez, Joaquin [2 ]
Mendez, Inmaculada [4 ]
Martinez Mozos, Oscar [3 ]
机构
[1] Univ Carlos III Madrid, Robot Lab, Avda Univ 30, Leganes 28911, Spain
[2] Univ Politecn Cartagena, Dept Automat Elect Engn & Elect Technol, St Dr Fleming S-N, Cartagena 30203, Spain
[3] Orebro Univ, Ctr Appl Autonomous Sensor Syst AASS, AI Life, S-70281 Orebro, Sweden
[4] Univ Murcia, Fac Psychol, Dept Evolutionary & Educ Psychol, Murcia 30100, Spain
关键词
assistive robotics; social robots; aging; Ambient Assisted Living (AAL); Node-RED; IoT; interoperability; heterogeneous systems; ROS; smart home; robotic manipulation; well-being; ROBOTS; MODEL;
D O I
10.3390/s22207983
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
引用
收藏
页数:28
相关论文
共 50 条
  • [1] CONTEXT-AWARE ELDERLY ENTERTAINMENT SUPPORT SYSTEM IN ASSISTED LIVING ENVIRONMENT
    Hossain, M. Anwar
    Alamri, Atif
    Parra, Jorge
    [J]. ELECTRONIC PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2013,
  • [2] Clinical Decision Support Service for Elderly People in Smart Home Environment
    Hussain, Maqbool
    Afzal, Muhammad
    Khan, Wajahat Ali
    Lee, Sungyoung
    [J]. 2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS & VISION (ICARCV), 2012, : 678 - 683
  • [3] Multirobot system architecture: environment representation and protocols
    Ambroszkiewicz, S.
    Bartyna, W.
    Faderewski, M.
    Terlikowski, G.
    [J]. BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2010, 58 (01) : 3 - 13
  • [4] Power-assisted walking support system for elderly
    Nemoto, Y
    Egawa, S
    Koseki, A
    [J]. PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND, 1998, 20 : 2693 - 2695
  • [5] Artificial-Intelligence-Assisted Activities of Daily Living Recognition for Elderly in Smart Home
    Onthoni, Djeane Debora
    Sahoo, Prasan Kumar
    [J]. ELECTRONICS, 2022, 11 (24)
  • [6] Multirobot System to Explore Unknown Environment with Connection Maintenance
    Xavier, A. Jasmine
    Nadar, Kannan Pauliah
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [7] Improvement of New Support System for Elderly People's Daily Life
    Shimizu, Shunji
    Inoue, Hiroaki
    Mizuide, Kouta
    Nakata, Yuki
    Hori, Masaya
    Matsubara, Kohshi
    [J]. 2019 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI 2019), 2019, : 1031 - 1036
  • [8] MISS: Medicine information support system in the Smart Home environment
    Alamo, Jose M. Reyes
    Wong, Johnny
    Babbitt, Ryan
    Chang, Carl
    [J]. SMART HOMES AND HEALTH TELEMATICS, 2008, 5120 : 185 - 199
  • [9] Development of a computerized assistance system for management of the daily activities of the elderly in a "smart" home
    Biskanaki, E.
    [J]. ARCHIVES OF HELLENIC MEDICINE, 2021, 38 (04): : 557 - 564
  • [10] Support System for Elderly Care with Ambient Sensors in Indoor Environment
    Mitabe, Naoki
    Shinomiya, Norihiko
    [J]. 2017 ELEVENTH INTERNATIONAL CONFERENCE ON SENSING TECHNOLOGY (ICST), 2017, : 386 - 389