http://www.cnr.it/ontology/cnr/individuo/prodotto/ID199518
Sensor data fusion for activity monitoring in the PERSONA ambient assisted living project (Articolo in rivista)
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- Sensor data fusion for activity monitoring in the PERSONA ambient assisted living project (Articolo in rivista) (literal)
- Anno
- 2013-01-01T00:00:00+01:00 (literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#doi
- 10.1007/s12652-011-0095-6 (literal)
- Alternative label
Amoretti, Michele (4); Copelli, Sergio (4); Wientapper, Folker (2); Furfari, Francesco (1); Lenzi, Stefano (1); Chessa, Stefano (3); (2013)
Sensor data fusion for activity monitoring in the PERSONA ambient assisted living project
in Journal of Ambient Intelligence and Humanized Computing
(literal)
- Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
- Amoretti, Michele (4); Copelli, Sergio (4); Wientapper, Folker (2); Furfari, Francesco (1); Lenzi, Stefano (1); Chessa, Stefano (3); (literal)
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- [Online First 25/11/2011] (literal)
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- http://www.springerlink.com/content/c4kp82520qm41722/ (literal)
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- (1) CNR-ISTI, Pisa; (2) Fraunhofer IGD, Darmstadt, Germany; (3) Computer Science Department, University of Pisa, Italy; (4) R & S INFO, Parma, Italy (literal)
- Titolo
- Sensor data fusion for activity monitoring in the PERSONA ambient assisted living project (literal)
- Abstract
- User activity monitoring is a major problem in Ambient Assisted Living, since it requires to infer new knowledge from collected and fused sensor data while dealing with highly dynamic environments, where devices continu- ously change their availability and (or) physical location. In the context of the European project PERSONA, we have developed an activity monitoring sub- system characterized by high modularity, little invasiveness of the environment and good responsiveness. In this paper we rst illustrate the functional archi- tecture of the proposed solution from a general point of view, discussing the motivations of the design. Then we describe in details the software components - Sensor Abstraction and Integration Layer, Human Posture Classi cation, Ac- tivity Monitor - and the resulting activity monitoring application, presenting also a performance evaluation. (literal)
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