A Multilayer Proposal to a Smart Home Applied to Healthcare
Tóm tắt
Smart home technology is an up-and-coming field of automation that integrates different areas, including sensing and electrical automation subsystems, devices, mechanical and hydraulic systems associated with sophisticated control and supervising. Recently these systems also received an extra mission to assist particular users, as older adults or patients who need intensive care. Such a challenge brings enormous pressure in developing engineering requirements that match automation goals with those raised by telemedicine and healthcare. Treating these smart healthcare homes as a system-of-systems, we have to consider a social goal that matches comfort, security, and flexibility with intensive care, protection, and telemedicine. The proposal presented in this paper is based on a multilayer approach: one layer is responsible for the physical home automation and the other with healthcare and the coupling with the final user, reinforcing a service design approach. Both are intelligent systems, which justifies using AI (Artificial Intelligence) planning, where automated processes achieve each system’s goals. That change substantially home-automation projects, which should be designed to be reused, and creates a link to healthcare and telemedicine. An illustrative case study is used to present the proposal based on a process that monitors old adults’ night sleep using home automation features associated with a planned healthcare process. Shortly we expect that the formal method presented here could be fully inserted in software tools (or in a commercially available system) to become an option for practical work.
Tài liệu tham khảo
Ahmed Y, Naqvi S, Josephs M (2019) Cybersecurity Metrics for Enhanced Protection of Healthcare IT Systems. International Symposium on Medical Information and Communication Technology, ISMICT
Al-Shaqi R, Mourshed M, Rezgui Y (2016) Progress in ambient assisted systems for independent living by the elderly. SpringerPlus 5(1)
Alam MR, Reaz MBI, Ali MAM (2012) A review of smart homes - Past, present, and future. IEEE Trans Syst Man Cybern C Appl Rev 42(6):1190–1203
de Oliveira JF (2014) The Effect of the Internet on the Patient-Doctor Relationship in a Hospital in the City of São Paulo. J Inf Technol Manag 11(2):327–344 https://doi.org/10.4301/s1807-17752014000200006
BÉ™dicÉ™, Brezovan C, BÉ™dicÉ™ É (2013) An overview of smart home environments: Architectures, technologies and applications. CEUR Workshop Proceedings, 1036(i):78–85
Beemaiah A (2019) AWS and Automation: A Case Study II. engrXiv. October 10
Chan M, Estève D, Escriba C, Campo E (2008) A review of smart homes-Present state and future challenges. Comput Methods Programs Biomed 91(1):55–81
Cook D, Youngblood M, Heirman E, Gopalratman K, Rao S, Livtin A, Khawaja F (2003) MavHome: and agent-based smart home. In Proc IEEE Int Conf Pervasive Comput Commun
Cook DJ, Crandall AS, Thomas BL, Krishnan NC (2013) CASAS: A smart home in a box. Computer 46(7):62–69
Crean C, Mcgeough C, O’Kennedy R (2012) Wearable biosensors for medical applications. Biosensors for Medical Applications, pages 301–330 https://doi.org/10.1533/9780857097187.2.301
Dutra D, and J. Silva. Product-Service Architecture (PSA): toward a Service Engineering perspective in Industry 4.0. IFAC-PapersOnLine, 49:91–96, 2016
Emeana E, Trenchard L, Dehnen-Schmutz K (2020) The revolution of mobile phone-enabled services for agricultural development (m-agri services) in africa: The challenges for sustainability. Sustainability 12(2)
Farella E, Falavigna M, Ricc B (2010) Aware and smart environments: The Casattenta project. Microelectronics J 41(11):697–702. https://doi.org/10.1016/j.mejo.2010.01.008
Giesbrecht T, Schwabe G, Schenk B (2017) Service encounters thinklets: how to empower service agents to put value co-creation into practice. Inf Syst J 27(2):171–196
Hasan M, Biswas P, Bilash MTI, Dipto MAZ (2018) Smart home systems: Overview and comparative analysis. Proceedings - 2018 4th IEEE International Conference on Research in Computational Intelligence and Communication Networks, ICRCICN 2018, 50(November):264–268 https://doi.org/10.1109/ICRCICN.2018.8718722
Helal S, Chen C (2009) The Gator Tech Smart House. Computer 38(3) https://doi.org/10.1145/1592700.1592715
Jacobs PG, Kaye JA (2015) Ubiquitous real-world sensing and audiology-based health informatics. J Am Acad Audiol 26(9):777–783
Keehan SP, Sisko AM, Truffer CJ, Poisal JA, Cuckler GA, Madison AJ, Lizonitz JM, Smith SD (2011) National health spending projections through 2020: Economic recovery and reform drive faster spending growth. Health Aff 30(8):1594–1605
Lee J, Kao HA, Yang S (2014) Service innovation and smart analytics for industry 4.0 and big data environment. Procedia CIRP, 16:3–8
Lei X, Tuo GH, Liu A, Li CY, Xie T (2018) The insecurity of home digital voice assistants-vulnerabilities, attacks and countermeasure. Proc of CNS 2018:1–9
Lewin G, Allan J, Pattrerson C, Knulman M, Boldy D, Hendrie D (2014) A comparison of home-care and heahthcare sercice use and costs of older Australians randomised to receive a restoration or a conventional home-care service. Health Soc Care Community 22(3):328–336
Lusch R, Vargo S (2018) Service-Dominant Logic. CAmbridge Univeristy Press
Martin G, Martin P, Hankin C, Darzi A, Kinross J (2017) Cybersecurity and healthcare: How safe are we? BMJ (Online) 358:4–7 https://doi.org/10.1136/bmj.j3179
Martin-Lesende I, Orruno E, Bilbao A, Vergara I, Cairo M, Bayon J, Reviriego E, Romo M, Larranaga J, Asua J, Abad R, Rcalde E (2013) Impact of telemonitoring home care patients with heart failure or chronic disease from primary care on healthcare resource use (the TELBIL study randomised controlled trial). Health Serv Res 13:1–18
Mylopoulos J, Chung L, Yu E (1998) From object-oriented to goal-oriented requirements. Commun ACM 31(37):31–37
Nakayama R, Spinola M, Silva J (2020) Towards i4.0: A comprehensive analysis of evolution from i3.0. Comput Ind Eng
Newaz AI, Sikder AK, Rahman MA, Uluagac AS (2020) A survey on security and privacy issues in modern healthcare systems: Attacks and defenses
Nof SY, Silva JR (2018) Perspectives on Manufacturing Automation Under the Digital and Cyber Convergence. Polytechnica 1(1–2):36–47 https://doi.org/10.1007/s41050-018-0006-0
O’Donnell O (2007) Access to health care in developing countries: breaking down demand side barriers Acesso aos cuidados de saúde nos países em desenvolvimento: rompendo barreiras contra a demanda. Cadernos de Saude Publica 23(12):2820–2834 https://moodle.lse.ac.uk/pluginle.php/999333/mod resource/content/0/ODonnell.pdf
Oliveira V, Silva J (2015) A service-oriented framework to the design of information system service. J Serv Sci Res 7:55–96
Pezzota G, Cavalieri S, Romero D (2017) Engineering Value Co-cration in Product-Service Systems, chapter2. IGI Global
Polacsek T, Sharma S, Cuiller C, Touloup V (2018) The need of diagrams based on toulmin schema application: an aeronautical case study. EURO J Behav Decis Proc 6(3–4)
Qiu R (2014) Service Science. Wiley
Rice DP, Fineman N (2004) Economic implications of increased longevity in the United States. Annu Rev Public Health 25:457–473
Rivers Patrick A, Glover Saundra H (2010) Satisfaction : Research Model and Propositions. Health (San Francisco) 22(6):1–14
Salgues B (2014) Society 5.0: Industry of the Furure, Technologies, Methods and Tools. Wiley, 1st edition
Salvendy G, Karwowski W (2010) Introduction to Service engineering. John Wiley, 1st edition
Saponara S, Bacchillone T (2012) Network architecture, security issues, and hardware implementation of a home area network for smart grid. J Comput Netw Commun. https://doi.org/10.1155/2012/534512
Silva J, Vital E (2020) Towards a formal design to service-oriented cloud manufacturing. Brazilian Society of Automatics, In Proc. of the Brazilian Automation Congress
Silva JM, Silva JR (2015) Combining kaos and ghenesys in the requirement and analysis of service manufacturing. IFAC-PapersOnLine 48(3):1634–1639
Silva JM, Silva JR (2019) A new hierarchical approach in requirements analysis of problems in automated planning. Eng Appl Artif Intell 81:373–386
Silva JR, Silva JM, Pereira C, Avram C, Dan-Stan S (2018) New trends in residential automation. In Mechatronics for Cultural Heritage and Civil Engineering, pages 137–157. Springer
Stankovic J, Doan C, Fang L, He Z, Kiran R, Lin S, Son S, Stoleru R, Wood A (2011) Wireless Sensor Networks for In-Home Healthcare: Potential and Challenges. In IEEE, editor, Proceedings of 2011 International Conference on Computer Science and Network Technology, pages 970–973 https://doi.org/10.1109/ICCSNT.2011.6182123
Stevens JA, Corso PS, Finkelstein EA, Miller TR (2006) The costs of fatal and non-fatal falls among older adults. Inj Prev 12(5):290–295
Toschi GM, Campos LB, Cugnasca CE (2017) Home automation networks: A survey. Comput Stand Interfaces (August 2016), 50:42–54 https://doi.org/10.1016/j.csi.2016.08.008
United Nations (2019) World Population Ageing 2019
Van Lamsweerde A (2009) Requirements Engineering: From System Goals to UML Models to Software Specifications. Wiley
Vaquero T, Silva JR, Tonidandel F, Beck J (2013) itSIMPLE: towards an integrated design system for real planning applications. Knowl Eng Rev 28(2):215–230
Wacks K (2002) Home systems standards: Achievements and challenges. IEEE Commun Mag 40(4):152–159
Wilson C, Hargreaves T, Hauxwell-Baldwin R (2015) Smart homes and their users: a systematic analysis and key challenges. Pers Ubiquitous Comput 19(2):463–476
Wymore A (1993) Model-Based Systems Engineering. Taylor & Francis, Boca Raton, 1st. ed. edition, 1993