Role: Project partner. Coordinator: Medtronic Iberica SA. Financing body: European Union. Total budget: Financed: 25.171.394,96 euro. Budget for unit: Financed: 221.250,00 euro.
Partners: Medtronic Iberica SA, ES; STMicroelectronics Grenoble SAS, FR; Televes SA, ES; Soluciones Tecnologicas Para La Salud Y El Bienestar SA, ES; Universitad Politecnica De Madrid, ES; Fraunhofer Gesellschaft Zur Forderung Der Angewandten Forschung Ev, D; Commissariat A L'Energie Atomique et Aux Energies Alternatives, FR; Ethniko Kentro Erevnas Kai technologikis Anaptyxis, GR; IBM Research GMBH, D; CUP 2000 SPA, IT; Universitat Politecnica De Valencia, ES; HOP Ubiquirous SL, ES; National University ofIreland, IRL; Medea SRL, IT; Fundacion Tecnalia Research and Innovation, ES; Centre Expert En Technologies Et Services Pour Le Maintien En Autonomie A Domicilie Des Personnes Agees, FR; Fundaction Vodafone Espana, ES; Cruz Roja Espanola Fundacion, ES; Csem Centre Suisse D'Eletronique et de Microtechnique SA - Recherche et Development, FR; Samsung Eletronics Limited, UK; Tercera Edad Activa SL, ES; Fundacion De la Comunitat Valenciana ParaLa Promocion Estrategica El Desarrollo Y La Innovacion Urbana, ES; Consiglio Nazionale delle Ricerche, IT; Azienda USL di Parma, IT; Università Degli Studi di Parma, IT; Aurora Domus Cooperativa Sociale Onlus, IT; Wind Telecomunicazioni S.P.A., IT; Technosens, FR; Departement De L'Isere, FR Inter Mutuelles Assistance, FR; Institut Du Bien Viellir Korian, FR; Servicios De teleasistencia SA, ES; AJT Wohn und Quartierzentrums GmbH & Co KG, D; SageLiving GmbH, D Servizio Galego De Saude, ES; Gestio Sociosanitaria Al Mediterrani SL, ES; Povinet S. Coop.V, ES; Geroresidencias SL, ES; Anaptyxiaki Diadimotiki Eteria Psifiakes PolisKentrikis Elladas ae Ota (Intermunicipal Development Company Digital Cieties Of Central Greece SA), GR; GNOMON Informatics SA, GR; Municipality of Metamorfosis, GR; Efarmoges Exypnou Logismikou Kykloforias & Metaforon AE, GR; Dimos Pylaias Chortiati, GR; Institute Of Communication And Computer Systems, GR; SE Innovations Oy, SF; GoodLife Technology, SF; eSeteli Palveluverkko Oy, SF; Turun Ammattikorkeakoulu Oy, SF; Leeds City Council, UK; University Of Surrey, UK.
The main objective is to build the
first European IoT ecosystem across 9 Deployment Sites (DS) in seven European countries, reusing and scaling up
underlying open and proprietary IoT platforms, technologies and standards, and integrating new interfaces needed to
provide interoperability across these heterogeneous platforms, that will enable the deployment and operation at large scale
of Active & Healthy Ageing IoT based solutions and services, supporting and extending the independent living of older adults
in their living environments, and responding to real needs of caregivers, service providers and public authorities.
Results: under development.
My research included:
a) the study of the state of the art relating to techniques to recognize the habitual behavior pattern of a user within an environment, in order to identify abnormal events, with particular attention to the sleep activities.
Study of the statistical and data mining techniques related correlation and similarities indices among data.
Study of Matlab software platform, to be used as a preliminary bench for data analysis.
Study of the IBM Bluemix Cloud Platform, its peculiarities and testing to verify its effectiveness with respect to the design specifications.
Study of the Python programming language and libraries for managing data as Pandas;
b) implementation of the algorithms for the sleep analysis quality, able to examine the data from the sensors present in the environment in order to:
- find day by day, the start and end of sleep, the number of movements in the bed and waking, in relation to a range of dates;
- determine the mean value of the duration of sleep, the number of movements in the bed and awakenings, in relation to a range of dates;
- compare the sleep every day activities, such as duration, number of movements in the bed, number of awakenings, with the average of these values, in relation to a range of dates;
c) implementation of data mining algorithms relating to the correlation and similarity indices to identify deviations of the habits of sleep activity compared to usual values;
d) preliminary tests on IBM Bluemix platform and deploy it on the implemented prototypes in order to validate them.
Work contract: -
My activity reports: Prot. ISTI N.
My related papers: -